{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import geopandas as gpd\n",
    "from osgeo import gdal,gdalnumeric\n",
    "import numpy as np\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def saveim(filename,im,srs,geo):\n",
    "    nb,nrow,ncol = im.shape\n",
    "    driver = gdal.GetDriverByName('GTiff')    \n",
    "    outDs = driver.Create(filename,ncol,nrow,nb,gdal.GDT_Float32)\n",
    "    if None is not geo:\n",
    "        outDs.SetGeoTransform(geo)\n",
    "    if None is not srs:\n",
    "        outDs.SetProjection(srs)\n",
    "    for i in range(nb):\n",
    "        outBand = outDs.GetRasterBand(i+1)\n",
    "        outBand.WriteArray(im[i,:,:])\n",
    "    \n",
    "    outBand = None\n",
    "    outDs = None\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#定义读取矢量函数\n",
    "def read_shp(shp_path):    \n",
    "    vector = gpd.read_file(shp_path)\n",
    "    return vector\n",
    "#定义读取栅格函数\n",
    "def read_raster(raster_path):\n",
    "    \n",
    "    data = gdal.Open(raster_path)\n",
    "    im_width = data.RasterXSize    #栅格矩阵的列数\n",
    "    im_height = data.RasterYSize   #栅格矩阵的行数        \n",
    "    gt = data.GetGeoTransform()#仿射矩阵\n",
    "    crs = data.GetProjection()#地图投影信息\n",
    "    data_array = data.ReadAsArray(0,0,im_width,im_height)#转化为矩阵\n",
    "    return data,data_array,gt,crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def geoToPixel(record,GeoTransform):\n",
    "    \"\"\"\n",
    "    http://www.gdal.org/gdal_tutorial.html\n",
    "\n",
    "    GeoTransform[0] /* top left x */\n",
    "    GeoTransform[1] /* w-e pixel resolution */\n",
    "    GeoTransform[2] /* 0 */\n",
    "    GeoTransform[3] /* top left y */\n",
    "    GeoTransform[4] /* 0 */\n",
    "    \"\"\"\n",
    "    uper_left_x = float(GeoTransform[0])\n",
    "    uper_left_y = float(GeoTransform[3])\n",
    "    pixel_width = float(GeoTransform[1])\n",
    "    pixel_height = float(GeoTransform[5])\n",
    "    (mx, my) = (record[0], record[1])\n",
    "    px = int((mx - uper_left_x) / pixel_width)  # x pixel\n",
    "    py = int((my - uper_left_y) / pixel_height)  # y pixel\n",
    "    return px,py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "vector = read_shp(r'./使用数据/裁剪矢量.shp')\n",
    "data,data_gray,gt,crs = read_raster(r'./使用数据/裁剪用影像.tif')\n",
    "poly = vector.iloc[0]['geometry']\n",
    "\n",
    "minX,maxX = min(poly.envelope.exterior.coords.xy[0]),max(poly.envelope.exterior.coords.xy[0])\n",
    "minY,maxY = min(poly.envelope.exterior.coords.xy[1]),max(poly.envelope.exterior.coords.xy[1])\n",
    "\n",
    "uper_left_X, uper_left_Y = geoToPixel((minX,maxY),gt)\n",
    "lower_right_X, lower_right_Y = geoToPixel((maxX,minY),gt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(512, 2087, 1155, 2811)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "uper_left_X, uper_left_Y,lower_right_X, lower_right_Y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "gt2 = list(gt)\n",
    "gt2[0] = minX\n",
    "gt2[3] = maxY\n",
    "\n",
    "pxWidth = int(lower_right_X - uper_left_X)\n",
    "pxHeight = int(lower_right_Y - uper_left_Y)\n",
    "clip1 = data.ReadAsArray(int(uper_left_X),int(uper_left_Y),int(pxWidth),int(pxHeight))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1d989089d68>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis('off')\n",
    "plt.imshow(clip1[1])\n",
    "plt.savefig(r'F:\\python林业资源\\出图/裁剪范围.png',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ext_pix = np.array([geoToPixel(points,gt2) for points in poly.exterior.coords])\n",
    "ext_pix = np.expand_dims(ext_pix,axis=0)\n",
    "mask = np.ones([pxHeight,pxWidth], np.uint8)\n",
    "\n",
    "mask = cv2.fillPoly(mask,ext_pix,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAOkAAAD6CAYAAABEdWDWAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvNQv5yAAAAwpJREFUeJzt2rENwzAMAMHIyGoeIVNmhOwWZgPDnR7IXU1AbB5stGbmAXQduxcArokU4kQKcSKFOJFCnEghTqQQJ1KIEynEPXc8eh4v35z4e5/ve92Zc0khTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQpxIIU6kECdSiBMpxIkU4kQKcSKFOJFCnEghbs3M7h2ACy4pxIkU4kQKcSKFOJFCnEghTqQQJ1KIEynEiRTiRApxIoU4kUKcSCFOpBAnUogTKcSJFOJECnEihTiRQtwPdFML76cRtB0AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1d9c3af1898>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis('off')\n",
    "plt.imshow(mask)\n",
    "plt.savefig(r'F:\\python林业资源\\出图/裁剪掩膜制作.png',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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CfHVE8EptQ3nDKt5enjORPXu6jRsAuQySooPWaIZYBlo1dS7/JAPdDgWvTa54MF1x2i/44fo1Hm+XfG//ERLPEI3xvJlmwGswiqowAZUtBwrpgoEC06qPx2tvIctajCUQLRxn3YzWapZVQ6EsR/UmhOKRQfVkvczfvdhBUwer2AwlWjg2fYkUIcQNObPjtJ3nzUQLy6dXh0Cqx4ZaZ0ptrBes2+rWdRviOdfa3kJxvScbrhAepXzeXGHML4n/pPRs+jK/R/KwiYWWwtQyllecE2gdyioBWHIoHR7vu7BpFKUZj7PTEUEWuTZbFIHlJGM4LtUXB45eiicdrKQuDP/8/N1skAmFlQJURD97o5CQCQWO8YLt1R1SeD5aHVEpS2cVy6oNZIK+zGHFLpMo7bKf9867dcxk4C6Gwun1pba0MYfZJUVA2AhSjuxjrdB4iZaOG1NjvWAiLb1THFYNF+0U6wJxQEmPsYLlpOV0O6OKBvT2/ILOhctTSsPH62O+vfeEhW6phKGxBYflhp9vD7FOMit7WqM5nG1zSaOPtU0XS1wwbhRFJE8YLzmZrPn3j37IB80D/uTiTfarBucl4Dip1zS24LqraQfNYBVSeFZNnckgEOqq785f0DnNxlaspyU/ubjLo+0+f/PgU562Sw6rDWtZcdbMWTV19OoiG0c7aCblQDvozPBKwJSSDiskfa+zcSWgx1qFjkYzDMEbEzdTEcNkQQBXvZMUeuB6W49MtMhaktJnRFcqhxnUeM9Ij4nXP9RKAyGhrAzWhtpqdiqljeWXCEQJn+mAYRMxyC/hHl+KkUoB7x885y8u7t1i+0Cqi475oIm0rgQOqViLSuWLwFkNOcpFM6VUlnuzG56s926FRGmX9V7g4BYvtdYm1PkgM5QSJTEcr2dwItY9I6IrRqPP7JW86wsu2ylvTC4ppeFri0s+uT6kUiEULJRl09Q5xJuUA7UesjdXBJT2ZLJmqvpcG702E47KNZ0PzKHOaZ5t9lhWLZuhpNaGzgRPBeSwOtEPE/Mo1R2NlxzVG/7+8Z9ybue8Xl7wK298wj21ohCWU7tgKjsGr/gfq+/zrN3juq9ZdcFAa20yyvxiu+DT1SGLqgvotVXU2vD0Zo8XswX36xUbW3HVT1l3ZeZrF9IzEDbTxCNuCSBiHcP3TVfSNhVKOapqwJgxJwwhJDkHhPA7XkAyuvy4CMwuZdluq/igyGBTeo6QLnwGZCJDyDsN1iiGTqNLQ1FYmm2JdwKpfDbgFPqaQSET6aKwoYxUmXzsX3S9FCPdq1v2i20O+3a5s2InJDQx/k85bNq5a2247iumxZDJ4RA8buM0cur4+v45H10eB8JBLKeEz5LhwkQjVNJlFpB1Y76ZfrcOEjs4hMUeyZh/JpAlHbOMiPFlO+Gin1Epw2G5pTowPG8WXDRTjqcbmJA3iMEq2mi8KfTsrOa4WtO6UMp4Z/6Cn97c5f86e523l+dcdFPuTm4CHS7ydnunqOL7pfC1imWSzVBmA03nvVKG7+495rPhMJdwrJf0KJ6ZJdZLprJjIVv+08M/5A+27/CHV7/A/ek1Es/j7TKUQPTAsmpobUFnNEIGUshgFft1w6ebI767fMzVMOUXF8/ZL7f85OJuiKBiFJI41H1MVwajGIzawQHG5omxfBGI9Ck8tUZmxlFau5uz9+Tnpsekspheo4tYhouMomSYuylNykeVDtFJ18pM1i8KG1FflUn4SrsMVFkrqCKNUEqw9osb6UvJSb9/+Bn/7NG74aLs1D1hRA8TSltEXqz3glJZqsjZtU5y1dQBMIohGEBdGE7qNd9ePOHfefAhhXK3mCqZpxpfk/JRIca6aWAvpeMhku1V7ppJx7lbD01eMHWf1NrgEFwPNU+aPR6uD9gvG5ZVS2MCCyoV8HM+GRHl5+s5r82uuF+uONQbPmsOuFet2C8bKmV5eHPAuq/40fk9UufJdV/lOm8i5WsxegjrBZuuzGUpITxv753xN6cfcU+vGLxi60pmssN5yVR0nNt5/n6FsPz69EO+MTvFesHHN0fcn17HNETQ2mLsSor/H9RbtLD84uI5j9t9Tsobpqrn7ekZB3WTz3lOZ6LXmVcd1ot8XmHsikkeM4E1498CqpuW94lEn8oxHqUcB4ttJsYnbrDSLuewNjKQshFHwn8i8qecUmkbnxc+q+/0WOJJtd2UN6d7JAKNIcf9ipMZrk2dQaBEpXPRgABKbbJnTaBSqU0mAiSDHIkKIZ9JyPAPzh+wtSVP2yWzss+snWSUyQsmo02AkYpG6CINMe2iQvhcv0sePnmjW2ESZHrhpi/4yeUd9oqWzRBCq7UJDQVahJtgVoQ8so7hafKK3z15yp7uOBvmDF5xWG4ZnOaw3MTIQrCKTJzdDo50bmZlf6ubJp3XWTU+vig7/r39H6CE48pOKYTlRN9wbud8Ohzz4+41OlfwR9u3+Ww4YvCKWhh+a+9HGBc2gdN2HpBoE8gQmVWlLFPdsx4qWltQScNhsaGIvN9CWH758CFvLS+otKEqQltXArYGq1jUXdjArcyAjdaBK5tSkaoOoXbXFiE8lWMOmIwrkRlSqWbbBbzCeZE9ZnhCQGCTgaUSjHMCM2iGTtO3BX1boCJHGIIHDfnwSGDwLnjY5LnxInTUGIWLbXfGfHHTeylG+qOL+7lTBcieLNVFUyklwfApxE2PpTyr1ibftN4H1lHi4v72k1/kL6+Oc2401kI/xyCJXjWR8yEZ5VhrTSvlxanVKhl8MvBdUD15/8YWmXXUGU2tBt5anFMpk2uPqUUsERuebJZ0TlMIy5Nun1+YnALw09VdSmmzl6m1YVIMIZ+LZI1VU3O5nbAeSppIbq/VkEG19Dm/efwTngwH3LgJb5Tn7KstV3bK4BWFsLxXPUUKRyEsg1c8s0ssgiO55W8f/AwlHVft5Na5ND5set9YnPKN2Snf3HvGrx7+nOPiJjcBSDwOQSEt31w84870Jjc35EgHWFZt4MLqYASphGJsAI/MDnPI2oCk7pY/EtHAx5wzIbxVYYI3jN0r48UN72ONwg4qlkkS+usCU6gy6DLkpd4KTK/p+/GekTL0pzon8nv02xKpLEXcXIT09F3xpRhHLyUnDS1dqd9S3qLU7S7nBUU0UC0cBkmhDDd9lUsIUvhcVN81nGTMbawPphC03SG3p37TkFvK/B4QvI/wI8c31VlTTySAgwjKjCyp7KmF52iyZaIGlmXDqp/wYLZiogZKaWhNQa0HShnC98N6w1G15YPLu2yGko9vjmimBffrFZ80J8xUxzqCQ8YqvnZwyc8vD1hOWoyVbFzBO4dnfMZ+7saZ1w3GS1pbMDjFRA+ZFLCQLbUcaF3BY3vAvtrym7OfoOJWYxE80CuemQWv6WvGrl341cknPD3Z54/O3wLGaAJGEkUlDQdqQ+cKBq943O7z9vQ0Py+RMN6en/F0s4eWjgfzFW/PzwDonOaw2vKj03sYNzZb29RJohxdWwY2TxGMzg4KEQnx6fneCbwPnk1py/WmzsCO9yPNMCHMSHJOm8AjqRx4H9vYHFJZkAGVTg3cMIa5IlILzaCp5x1dbDh3MZ2RsazzRddL8aTJKwK50yRxaxOBIXnRRWyiTuFhagHrI+QNwYBSk3daKaRNOZiPBlsqy0Hd3Mp9g2cO1DslPMtJSx3fT8lQcqkiVTB57sEm3vAY+qYb1DrJQd2wXzYMTtHagtdmV6z6muuh5p3JcyplMhp8Mllz2U2RwvHm4jKjs0+3e1QylFv+9OKNjNbu1S136xu+c+cp+3WDjnnSz85PEMBb+xf5vTuj2UZaonUSieekXvNGcc5r+pJzO+dvTT7iV+uH1MJyVzkK4ZgJg8JzT98AUOBQeBQ+1Dz7Bd8/+AzvRdh89JA7YyoZ8nGASg4MTjNRA9ZLhsjoWtuaJ90+zgu+tnfJg9mK9xbPKYSlEJaLfsbWFDlPlzH/kzIYYWb07JAChCSjtanPU2mHNzKS58UtdQfvAhHeRcDQR1Aqb9TxfZwNXTPALbofBLQ2/Z68YzI/pS1aBy/qnQSxs3G4r3i4CyNTJIVgyfMlIr0Qnr2yo1SWWdHnZujtUCAIAFFCV0ttYg1PjrllqrEJnzmayfjfWpzz1vIi5rljS1kf+yI3fcl2COBOMsRmCIymFHpLEYEH/znifURQD6tt4O2akr2yZaIGjFecNnP+20e/zHoIigbH9Ybroeag2oZ65BByTecFndH8H8/eobOhV3OS274cPzy/T+8UWoRQMYXnm67k06tDZmUfFBKKHhM3jxR2vz9/wr7a0nvFd+rPKITLHvTGeabp2ghHHVFfh6D1KnvUf3D0+3RO8+b8ktN2BJicFxTCMlcttTB0rojHPIaiW1vy0eaE66HmYphxWG55f/GUueqopOG0X8Q+1FENQxBCWGNkDFcT82ds+3J2ZJSl1wjpEHoMd2FsNZQqYiHa/hWGUvg5Glphowd1dG2RvWcg+kfjFP6WMQdOr8fE5xalCeSIiMV8mfXSuLtSxC+2U8tMO0alLHUMzdLFNV7lNi4PucwQYPwQMieJEM+ICkKouWkZdvll2bAaJly200AoL3smeuBsGyhwu43lEAwxhbyI2IUjJXt1y1VTh+/xr9nqCmmz179frbgYZtz0FYNVaOlQ0ZM/vDlgr2qZFgPPt3uRjeNYm+D92kHz4eUJEHpCK2U53czoBs0H3V1mVc+kGEgN8qkJ4KqpuRY1h5Mt+3WTe0R7p3jR79FOC1pf0NqCrQvAVi0G9mWDRWARlDh6JDeuRuFZyJY2esJaGP7u8kcUwvBPrv4GB3rLo/aA03bOp9sjposeZACJVmYSrp/TnPYLbkzFvfqajanYL7YADF4xVy2fbI5pbMFB2dA5HbnTgU+cUNHU95nBmhhJ+ATS7NwHRCMMXSuxl9THZvAYvSUqYAJ7rFW5U8UaBTsNGbqw2dhdJGJYG0CtZLyp3JN+Tv+bSMBHfrkumJdipIWyTETYIddDOVK4Yi6X9HtSiUJLxzuzU37/+ddDCSbWI2EkJUgRSNgq0uD6HaQxeWMIxq59eJ4Snpuu4qar8slMjcv9Tq6xm++mMs12KDiebrncAU9SMb6z44Zyp77hYpjR2cDWSaGsiAX/WdFz3dWU0gTgxUk2Q5nD6NDr6GL7nWQQo96Pki43taeV2vbSz6uuZj+G9wf1NgM4H3b3eNgfMTjF2lY0tuQ/PvpjfmfzTaay4/36MReu4sPuHgvV0Pvwfd4un7OQLT2hhuq85Df3fkzrCxyC825KazV/cfOAhe74xvRF3rA+3R5lICvVZRtb8rXJGQofSkC6i4T8IgNRCWWFUb/IezUSTlLaI0cPm05JqlP2RgR2kJGZ0kfCNZQFGTSMRn2kQGNIzKMESu0eC+woQERxOSEd3irGDpzUJkcO2b/stNGXYqRaOHqnKKXNYWy5E/bu1j0BWlvwJ+dv3qpNlsqy6Qtm5cCwkxd28bWpi2ZW2jHPjchiUvLbr5vsQW0MW1OZJakBArH7JbbBebg72/DNvWdcDDOWVcOqmwSAJopxAXxyfcjfOH7McbHmSbPkxXaR0d+kAJhUDaTwrPpJ/KxQPx2szAoVqftmVnZs+iLrL8HYJJ8I/5+PBJwX3PRVJh2EHs8pP/SvA7Aagn7S3zn5gH969UtUUThsoVouzJzWa6SreK96wkz0/KB7g1IYeq/Zkw339IoLO+ed8hlq4nnUHHBjKlpT0FvF1yYK6yVFZIgBVDLknYflhqns6VyB9RIlHMYp7lcrCmn558/ezch7UgxMG1TfxVKIUZkVlCh9qRyWzrdUDqV9VPUbDTGV2VysgQ+DDHIsVoIK3TEJXNLa0WxKhExob2AlqRh6I0aJlrF0o6gnY4eTEGTyxW5N96+1ly/8zP8PVyKQ91Gr57XZisebJSeTNVsTSgcTPWBcQCbhtuoeBAKAkp7Byb8S4yfuahLHEsKzGUomeqAxgRVzZxoAkWXVsurqsHNGkGmwQXdn2GlJSp06J9Mt9yfX3KtW/N3lj/jvL77PeTujNWOXDAR0+IOru1xMpzzb7OXjTOWjcVMJr7tTb1gPFZftJBM8Pp+n37RVDr93W9JSu11iZ4XPD8yosNFx9e6zAAAgAElEQVQoNpQc1CG0fNrs8a3l08ARnp7yn538Aed2zp/fvMEv7n3K4BU3tmYqO+6qKwCemX1OzYJCWF4MexTC4pSg9cHAQp31mkoZbkyFFI7vLJ8w+MAamqmOoQg9xBM1MFU9KzPhfJhhvOLHl/c430wz0ppqjIUK8i3Xps7fcYiynImkcAtd3lFgSI86K7OxpJB0t2kcYnrkRw5uuw11V28kqgz0PyHBu9AlpYWnrgf6Xt0qvSWUWMiwSSQpz3TsWn+5Gim8JOBIScei6HhttmJwiuuh5mSyprUFU91n7mcigwNMiz57AhXD4rSSd01MpPQc4yR7Vcvd6Q3LMmjUTvSQFf12X58Q5qTmkAwdgrZrMqpVV3O3umYqe/7x+a/w83Xo5EidLul5Snhao/n46iiXfUR8LIXo6VwUyrLqJmxjP2h6j91OkwR2pIb2xC9OTQClthQqNHiXUYtWK8skAmxaOkppeGNyyWYo+fDmJNdAT80e+3LLf3T0Zzzt9xm8YqFa3i5fUArL1lXUIij/baP0SSEsC9Xyo+1r/PnmDZ6ZJa0rOOtm3KnWvL/3LFwTpxh8+Ge8pHea3mmedUs2tuLRdp8/fPo1rtsqlIeczB0tCXSRESBKBPrshXwAinLq8zmJFCB7Wu8FdTWM3TBE+c4dic9MH0xRdDQm0+pYygkIciJNtE0Zyj6MobaMG2YKxQOJIhmozZ+baIhfZL2kflLBzVBxUG3z760t0MJinOSg2vJ8u2Ap23zDzoqON2eX/PDyARCIASkX7bKmjcjE794qZmXIQ2eqZ6Yi8hrzo6fNXrxhVJYHTeWaZdWyHkoKGdrFdllK3gv+6Pwt/vPXn7Eawu6eWsF25Vly3pwulhdZdmSIG8C06Pn6/JwPVncxXmaxsN18G0JOvjZV1vDpTSDld4POEi+7z08bmPUiEx9ao6lkKG18c/85H10f85ebE351/1NOzR4WSS0GvlE/Zyo7ajFQi4G39DmPhWEmep7JJWtbs1QNlRxQOM76Ocui4X+/+g77xZZl0SKFy2SMwSs2tgp12pgPN7bgB6f32bZVAFxiKBtKcPEe2VGIhLGWmfJIH+l7SewaLzKPNnVAecghcdcG+ZdMmE911BSKSp/zVR8b3YWOpAeCUQ1dvM5qDJ2FGgEq5wQy+T0vcktdArh2xfS+zHopnjSp8p13MyY6FPe1sNSRsrbqJ/zGvQ/ZKwOAVCjLm7NLjos1f+/+D/i1o0/ze42qfoElVKrAyDmcbDmZrNkrWhzhxp+oPuvtTHWfhZuTmp+S4fXLqslN2A/m1+zVba6tljFU/Z3L9zhvZ1Ta5HBHMHKPxyaBsZ7bR08vdo79g9VdWqO53E7YdkHt4Favp7JcrKehzzaCRaW2WUOoG3R+HYxRhSd493QcWjo+vjnisp/Q2NCU3dqC3zt/Bykcn3QnfNyf8EZxjsIzkx0WwcYXzETPVHa8Uz7jbrGi9Zp7+ooTfc17s2f80uwhG1vysDlgv9gyVx1TFSl+XlFKQyEtT7ZLPro+5slmydeWl7xz5zQovSeVRTX2iSZua28Ub+5dojPyKm91KGUh6/S9d0Cd9JMQjGjwDoFB7OTvzuzSQMd6bBbZjrq6QnqkCsSIsjQZ/0jtbJ/HhJLnTx4+13fF55/5/7xeipFq4ajVwGYo+cbiNAtSQ0Bfv7Uf8qXDchtuSml4qz7LiOBBseFv3/3LLNacPOq0GDKlrFYDEzVkjaBQJ1RsTMVpN+e6D/XIu5Ob0HkSveBED3x2s8+yDGydOtYmC2WZFz3Hk3UY0zBULMsmUP20CQrt0cj1Ts65O6ZBxTJQQluXVQjBk/Kd3jkPaTVdOQImcqQqljqMOSi0zZ07u2UnQfDmiWJpXAC2zpo5TzZLkvaScZL/6en3mKuWQlhqMfBGcc5nwxEzMWQPm9ZCtqzMlD3ZUouB35j/mEO1RuJDuhKNsxA2c3WdD40GjSmoIgf706tDHq2WMUy3uak/hI7jKAfnBb3VO3xqbhELfHwc4bGDulUnBcbeUkEusfjkQWNo633wjojUPM4oQCZ8YDUpmxvGISDBYwtaECZLCoRCukxcSKtrixyOp/ruF10vLSd9sl7y/cPPWOqGby+exNpghY6Mk7WteLJdsh9zyT+/eYPXywsUns4V/Pj6flZ6r3XoPRwi0yd5YAgbQiEtlTIZpOlMoJxp6WitZlZ0zMsuM6GWVYuLIly9VSyKDuNkLp/crW84qrYsyzazbYadrpYkRg2fl/cQ7NdNRFgdL7YLNn2ZVR5S47iSI9k8eZlC2ayilxrTk7ribokorXSsSRs4M6WcpDFFnt3SmILeKR53BzzuDgC4cTVfL1/E10taH6h9tRyYyY5fmX2CFA5L+Fvrg2TnLAqOFdJiveSjzQmrYcLGVBl36K3isp3kYzJWMYlthH2uMxJJ9cGYprrPPbG6GCOXYWfEhIs6Ramx+paf8iLnlMnIfMxnA0uJ+HP8mxXZkJyTCJVUBmX23MMQyP82UgWtDcJnWieEl1v5sSe0p6V8+suUYV6Kka66OqOrADe25p35C3obKHQXw4xPN0cAtLHeuOpr/reLb+Wi91kzo1Q2s4U6qziom8yLXZZtNtCzbob1gkXRsjYVxsvAAHJBlnKqB47rDYuyy/ldKheknxMxobUFhbTsF1u0cEg8pTQIgmEkkMZGz5c6eCAS9J3MNdRVU7PpRsoeBORwXvUhTGYMoVNuVuyoQqQG+HQzp5vexM4U78UtdfgEStm4Ue2i0QD3yxWfDieB1ysGemRuVyuExXlJIQzWS0os7xWbnLvuF9vcnF4Iy/kwY79oWPU1G1uyX27ZmoI7k5ssixKOJ7TQJUOFAOaUpc1ebW3GsR3GqFgmEWOJxEay/A7ABDtc2ggWJaNJDKEcGifWkt/53Yc2t+TZIRjv0OsxbN4preBFJteniMZF+l9Syk8C3V+WYP9SjPR7R094c3YZyPGuQOH4s6s3sjLeeTdDC0upRoX03mkeb/b5J0+/wx9f/QIQQtAkg3l/ds1+GWQ/5kUXRKkJIMVxtaGKQljGBQ/58c0Rl11Qi9ulzJ1tZ9Q70prGh7rr/el1CMGrLc+aBR/e3AnzV4RnWba8s3+aDcM4GRhFfpTtSDfZNhIVnt0sgHGwU5ISmUdZGJG8pwidG2LHUHeNb7fkc6sU4QXLqs0Uy4R6Q9TIja/pbJj69tH6mAfFJUdqzR9tv0HrC0oc75UBSGp9wVR2WC/5eX8MwMZ5blwd/qb60N0iLM+6ZRgl0uzhvOT5dsHDm4CCf7Q6zt83YQmLOsyWkQIWdRf6d03qNgo6zctJm7+fGTQIRsOUt71WYhKxc97L0t5CeqX4q21tKU+VyiP1Do2QZNgBQEqbRGYexYgmqNyHnDmBV7vK92m0hVSW7WasLvx166UY6Ux1zFWXAZKHzWFGdiHwPBMSuo6lEi0c96fXfO/wMftlw3ePnrAsG0pp+fbhU1b9JIhH6z6jiF30flf9hJ9d3+HRdp95EWZ2LMoO70X2rOlzC2VzC1kSzNorWq6HmqnuQwFeD5zUa66HmtVQszGBh/tgvsrfAbglQJZ+HpxkFemEqYySDLTUlreXZ2yHUBtO9Vm43ba3O+tmFFCTueySeMqNKXZ2e39LiDqVuSoVZDFfbBf8d6ffZ+Mq7hZX3Liaf9W9weAldSzDXNmwqX29esG1q/nxcEwhLP/y+l3+5enbnHcztrakczqcm37CRTullJa9qmXVjzNgBitjm9040Oq1xYpmCD+Xpbl1rE08J2nDEzJ6zV6FvBIyoBR4vvIWib1tgsJ9ev1uB8wtFpGPlD4fJFE8MYeFTBMcep2HNSVhMiCTGrJOUtw4dNxks6f2t9vq/rr1cvpJV/e5GsIFf9ouWQ9V9liJ3mciIllHg7top7w2uWJjgtGelCFcThSyb+0/jR0nmhtTBQRT+Gywg1Nxt/bUyrBXhLy1MzqWf1xmInVW05iAntbKsB5Ca5xxEuMVlTSshpq9omWme0ppaa3O4xdkzInSbp7KLoV0WeEhhaYwAkGzsuesnedSUCqvfL5pfXf2aGqE/zxa6GL5Jb0uHdOuTGZ6H0HwvKfNnH/09Nf5UfM6j4fD2Ma2pPWKQhhqOaCEoxYDf7x9m8/6I7au4tuzx8yKnqNqw9NuSSEt10PNdgi5au8Up9sZ122YcZMUN1qj8+CtZdXybLPIoypTTCBl6ITKQtZe7LSggUi8XSducWd3VfB3W8iScaZUIvSQBuaBNSNp3w0yUwcT0gtj32iq4aaNIFECie+5C+J5v6MO+LkU44usl2Kkzgs+Xh/xo9X9YACIceivdJy3MzZDxXVfxxklFW8uLvn59pCZDq1rH9zc46yZ8+bsEi2CKt9hueEXZueU0vB0u8fGlDS2yPqxJ5N1+NLCcdrMA9jjZSbxJ2BpWTZMi57GFDxvFjgEX5+f8ebskkfbfW5MmF1y0U+zmvy86LJhT/SQkee04RQxT00rqT0EAa7gCY/qDRfNNOect7o54uuSkaWQbRc53pVCTQT+9H9qodvVs83zV4BpMSCF56Rac6e45r3qCQ+KS2ox0PqCf3b9La7slI2r+LQ/Zqka3ijP+ai/w7+4fJd5vC7WC55sl1y1oaTkvOBiM2XblbfmvebvAcyrjuu+ikIALgM/aZO7aKasN3XMK0NJJKGjUoXwNBEMbkl5qlE8O+egcVNKRqe0zSc41U6dFchyJ1qxIhtxMjgZKYAqzs4lfU40agEx9N09Hpfpg195gv0uZzUp/q374CH364a35hfsF1uOig2fNMd5N/7G7JTOaUoZxxJULT9d3eFksuaw3FKIkMMdllvmuuesm3HazjF+VITXwoGC3llK91dDjuRpe6dD50g/wTjJo+0+31s+Zq67DGb1cdc/LLc83ByEkQwujGdIRp5V8aJCYBLtTt6yN2ocROzGIVAQbpDeaIyV1OWQmws8ZM7zbvfQrkdN9d9kiL1RLKrQtpYkXoC/sqsPXvJxE7puHncHTFXPsb7h3ckznpl9VnbC2oby1U+396jkwEx3/P3DP+W/OfubFFEmtBmK0KiwQ+fMekXSjbKdItTMz9YzZlUfZoyKUPPujOJw2gSVw8ipzccrPMnfegdCjdcvEUi0dgy9zAZvESNLKdY0hR/HUTgbxkGE94zeWoSeVW9FLNP4oBZYhJJMquc6F6cAuDTecKzfpgHEzgnKMpSBhq86d7eUJnNy080yOMl7By/43uIzprJHESD+Q72m9QU/294LyK7u+OHqAb9x9DP+9OZNVn3NeqhY6I7BBZL6ng4o751qzUN7kDtgeqc4rjacdTNKabiyE44nG4xXFLLNM1fCkKJYjimbSKkLNLhkoGnNi45P10c5jxUiCEynEBPI0ib1jmKhVmG2Z1ClCDXSaVSv3127iviDG0dEkDyOv81fTT226fm1NsyEyzNfKh2IBduhpI/Uy7S0cLxoFtytbuhcwZ3ymrWtOdRrFJ4P2gdUMjRv/+XmhK9NL/iF6pT368e0LpR19oo2osuKaWRFpZx5t0EiDeGSIoh770YFaQRE0mS63E7GkonwEBHTHGoqn1sfdwcvdW0xllW8iIlrBJRkVN7YmcsipMcZGXJRP+aryed5D4KYq0Y0V1SG+wfXbPqSq5sJRWnouyI/X8bcOdVIQ3vblwt3X4qRTvXAvUnIKX+6usOs6Pm1Oz/nvcnTW90vCocS0PqCtSnZ11v+6Pwt/t07H3Bja96fP4k11Zo/vXqDVT/JJISE7r4+vWIWQSpL4I4m5hDAs80iKPjpKHGR4HMvOanXnO8gwBdmludtXg91aKY2QcVwXnSsurBJ9JGYn2aiTIueVZeGVIWb03oR58mE0LSQoVyUbuhdj5FvcEbPt8st/vxS0RgEYTjW7vOK2HlUqibPYUlC3S724X3WHPCt6WOu7JSfrO/RuoLn3R5fm5xTCMub1TlLveXXph/xzCwBOLV7/Fv7H7KyUxpbcNVOmBQDTV9QKof3IVSdFYGyOXbv+Cw8ZiL4dd3WFNpyMt3QJa6zCtPXm7YYxcLYAYG8yAaq9e0umRxaxlKLjKixMTK3kCWCfWaPxTw0dcxYMV6PwPMlj6u4bmOXUT2wnLT0U8X1ts5SL+Hz/a1j/TJqgS/FSN+cXHBcrJnKjoebg8AqcTpA+SJ4PYvM3tR5yZ7ueNgc8lt3fsIfr97iTnXD1yennA0LajnwW8c/4YPNA/Z0w8PmkM4HyY6ZCiWNNCG7EJb96Zan3TJ7WAhGeFBvue4rtqbkbn3DfrHl8XbJoQ6zUZ53e2EeaBn6MldDTR9BplQjTPzgMnrKZKAwjl9Mz4NQF620CZKbJvCFVdy9k2fJ4mtyR3oyoaQusEWT0WrIua8SniqGvOm9Ur03afJ2NgAyiWtcKcNpM+fGThi84nt7n/F+/ZhibvkfLn+Zmer4e/t/xuAVbVRdODV7fNKd8N3JQ25czUK3WU9qUYdcVSuRJ4pLEcpTCZHe7gA+yXuliCB1KCnl6Qe9E5qOXSyBixs862TasVnXt2uicYUxD7E524OOZRlrA3AklM8sJKlS+BuF7pJw2Q5aLuU4uU4Iz7zuWHehxFYVhg6dEWDY7bzhq68W+Fp1yeDHntHGFHx8c8TvnL3Hb59/k8f9AYNX2Hh4F2bGw+0B/8b+Ryg8f2v/Y/Z0y++cvce1qZmrlq0r+cb0OYW0fG/vM9o4SrAQljqGaEXsY7xfrnjeLBDCR2Hp7lb4LYXn0WafD2/u5Lz5/uQa42VopbMFD+orWltkgn7KP9N7QACipjrkWSb2kO7KgexS9gQw032mDqp4oybwqYj6S3lkQjLcpAAYa6qpRpv6clNOmm5+GEGn9B51/DwRc/9CWh52h/zu2bt8vTxlJnq2vuIfHP0+//DwD6hFOJ8OyZFa80H7gDvFNbPYLP6s3ctGv9vJNCSPHb9DAtlS6ST0846bmPOB6BA6ewxlLGUkJb9dskLQJ3K3DDSFwznEFDuEBuUxfRz7oC2qiJREPZ4jkcLe+Pw0dCn93RhF3+kc3TR9gZKe7997xOFseysNye1z4stRAuEledJZHF3wYXM3795JKmU9VPzZ1Rt0cYCPFo6Dast/cPLDjEyGXHXDv3n4EZUceNwd8PPtIQ8mqyzJ8f7es1CvMxMmqg9lEzPhQG/5YHv/VngKAQQ6b/YDylpt+LQ/BBNO6mU7ZTHvWPV1RoI/uLnHm9OA9hov80SzpEPkvODe7JpHN/tZRSF5O+8FZifcTeWRMH0saO8mKmAe/Rifl7xjKm+kOmlgxrhsqEkM7Ww7zd1BMobgyUtJEbjK132VyfiDVbS+4Kyf05gin5+FbKiFoY1tZzMZxLMljtfLCx7oS47klofmgMfrZTb+TByIYbvx45jJUu+S432eFN4bxeEk0Dbf2L/isNqyHip+dhoALecEh3ubPNby4nqaw1wYjTPVOBNp3wyKwX1ubil+7KQheLmQv/pbIW/4oxiJEnFjIJ7veTnwtb1LPr464s9fPIjT1kT+nIBKh8/YHWvxRdZL8aSFsLxRXHDRh9JIqkHem9yE0FSHQbZ/5+QD3t97yqqv+fH2AVtX5p22kgOVHNjaijvlNb3VPNwcMNNd5v52TqNlAGYet/tZiS4NxU00vpSn1tpwPN3wcH3AouyYFaNSYVrGK867GcZJXnRzyogaJ3WJUobwcqp7Tps5zc5Utt0e0l1DUSKQK96oL279PZ2bZIjJK3ZGZ3KEjCWFJNXpYh1VS8fZdpq7cAYTRNx6N7bDlXFc4bQYcr011VYfrg84maz5vZt3KUQEvBAoPIPX3LgJZYxS3irO2PqKZ3aPZ2Y/H1dvVWA0xU0jdRAlIbdpMbAeypwGpBa7qjDUynDeTHl2s+AHL+7z0UWgiSaPtDvt7s7+mm/cPQv1yZ0hzKnMkjm2woMPhmh7lccPholoI51QxkFLmW5I6qTx+f18ogbGjbftCz68OA7he1vGvDNoGSU5llLbsGELz5cZJPzS1AIhDCVKS0vH69UlEG746Q5Z+/v7n3GnvOEPLt/mt8+/ifOSmezYV1uOixs+aU44qLbcm9zkThmILB2Ch7hfrVjqhmf9Xs4b94qWSoWJ240JnNwhEwwEm6Fir2ypo9rAsmwD6CEsbay/ljIhryqq8kmO601s4i6QYiTC764swAbMy47702t+9+xdXp8FJQQtXEaJdztpkleSEWxKN3YyvESiT8SH0AIWQJdu0Ky7iqt2Ejxm1F1K3SpANqTWaN6YXHLRT9mP82A+HY659hUWQS2GrHEkI8Fh46qsxJAYTbfoiPH/1PWS/p4iCoiCAFXQObq4mdF0ZahrRgDGDCFETf2/Scnxuqs5Xq5Dp8vOeQ7C2CNwlHRVZGkzcuuiuPZ83u7UX4OaoIAsPiYIDQ+TaU8ZG8iF8AyDpu0L1tuabVdSFJbFNFAyU4ie6KJpWuCXWS/FSP/rJ7/GPz795Uw4h4DCFtELGa/YmpLOFUxlz1T2HOgNv7T3iDvVmn/67Dv8r+ffphCWv9i8RikNx+Wafb1lqnq2rmQqe46LNUfFhjerCw6KDUAst4SbsncqDztK9dHkwU7qdfZevVNcdRMuuym1CuWjWg15UnYSFOusZl50nDZzVl2dSy2J2rfb0A1BFRHg/uSaVV8HQoQteHN+ifGS67665cWBHE6Pqg0256zZE4qgACGigY7jO8Y2uotmmon+g1NBkzhykStlmBc9H1zf47Dc8vvN21zZKa0vMqE+qAlaFrLlyXDAM7Pk5/0x/8uLb+ebsIzk/92uoKPphtboTJ5InUeLqqPShlnZc396zZPrvZyrDkZhjGQYVGYN9b2mGzSbtgytfpANJBh1anlLOTkkqpG3Emfk7VKI8NxcT0aaoJVZomVoo7JG4pH3iiGKk3kfOlusDWF1P4Qc9XoTiDgJqZfSsTcJLLf/X4yZ6Kzm4c0Bg1M5NHt3+oy1rce+Uif5uDnmQG+4W6yYyY5PmmPO+hmzIpRUfvvyfS76WUCKYx+jxHMQjRVgqjqmssuGPlMdpTRsTMkyUgMlYWduTEFndWhQ3oTSQvCM61w/PanXmapoXOimSfnosmw4LDeshzIjlLtE7wT8JKS2syH3ujFVLgm1VvPm5OJWrfWW99yZh1Mpk0tN6bFCuqAPtcPuAW5tDqkrZ9XUXDRTtHDMi55ZbEwQESxLUcXj/oCtr9hXG07tIgN6tTBcuQm1HOi95n9+9m2uuzrPjk0dPrufPdX9rTw7jXyslGFRdNyd3PCj03s0XRnC1yjotctBljthpzGStik5W82Dp7IyU/B2SzXOjB0uY600gUiO3enbSe1+6KJxRiJC4u6mKWopjM1Ib1SYgPh36amKATMo2qhi/+7xCw6nDYvZ2E75162XYqSLmOsNVuWWqansedgcZhJBKS2n7ZwjtWbjKv7k5hc478INNY0iZamp+6PtCVtbMvggT1nLgaVqslr6oz50YFyaWQ6Hl0Ub+h5jT+Wu8HQZUdiATIYRFBIf6YcVtTK4OMr+tJ3nfHRZtvyr89ezEaY8S33Oeybk9u3lOd+MWkCpMb1Ulj+7eoOTyTpQCWOItJuX/uL+i+xtM40uelEpPNd9lUGZBFbt0gn76GXDAGPJ6WaG8TKwq2JbXqo3f7w+Zm0qJI7WlSh8Lr308fZ5PBzwLy7fDbNs4jFscwtemBxgveBosuWinbHpyjyMuDVF3rwgtKX1RuWmayF8nGRG/J1MNEitYKGzBbpOB4W+aogUv7FMowqXc00RO16UCtS+odcMvc5k+X5bjjzglKfKKJkiRn2jLuWeUaO3roasWZW+ex9HQS5mLe8fPOc/vPPnHNYbFtVY/vvr1ksx0ot2ShUH0PZOMY+ecdWP6u0OgfOSf/T01/mdi/e4NhVvzi6zYS7LliHKP2rh2NiKja2oopHf2DrURNWW++UVhbCcDaE38maos9bRLx09YlZ0uRMmcXmTxzM+CKXJKEO6HsKIwdZqOqt5cr3HRTNlr2j58Ook54OJHTTs0PB8/G7zsuOtxQW/svyUQlhmus+E/yTtctbO+PbB02yEEAv/TvFos8/D9UEe8JQ7ZHY2AyUde3VHGRHWcrf8s1MaSJTEy+2Ey+2E6zZMwN5Gce7zZopF8ofr0L7We4UjqANe2Dm1COj6J9eHLKsmhNKbaWjT28mL0+cNTjKvR0DOeZEnFAB8dHYUKHNiHIAE5HayFMYmkkLq1cwgjnRst0E7KZeqrMjE/ECaJzSI20BG8U4EVUBtsYNClbd7dEUkKyUVBjMofJz0prTNjdzzugulsLhBr7eB5KBUYJz9+PIu/9VH/zY/ePQaTy72vrC9vBQjnegh79QAX5te5KZiGNFeR5D4uGynXPVTVkPY6Weqz2HelZlSSEsThcyuTc3ZMOfSTGldwaP+EOcFR2qdvWilDIML3SwbUwVWUswvgYz2Jk+/OyIhkOUt+1XD6U0w+l0Ocq6L7RjW7kpsp+/MH+O85NrUDE7xoLriuNpk8EdLx6ebQ5Zlk2/0FIHsbiiJ2ZTGUCRlwgTKCMhzbWpt6I3CWJn/7cqDhnMPV9sJ6zgUa1F2HBdrvjV9TC0GBq/zqIlpLMP8i+ff4O70hhfbRd5QUtqy28lzup3Rx3w03QdJvXGvaLkZqgwQJQqdjBpDMJZHEjd2t7l71Dgaa6OTaRf7N/3I13Wh/hlqqwIdASSkx/ShT9X2CjeMlENnA1JbFHE6mnIg/c7GITLP2sVa8GAUVRW+u5Seti14drZk3VSRfP/FwaOXJp8CkaImLa9Vl9Ry4KgKvZrzoqOUNjT7lmHYbGc0TzZLNqZkY0vOu2Cc+3rLvt6y0G32okAuw2xtyZlZ8IPmDa6GKVcm7PKFtLzo5nRO0dgyN4MnVHI3l0x5cykDSLPqa356dieUL8owVleo+CcAACAASURBVLCPZIVl1TIv+gyI7KKQZRyfUauBuQqqenPVsVe02csD2YtJ4TN9Moikjd/PxuNNN2elTJZMSblr+rdXtbRGh5rztLlFbLitfh+E00TMJzd9Saks36yfUAhDIQwz2fF4OKTEUmL53ev3ME6yGUJnUGopSw3d6XOOJtv8OYnQcB3ZRFPdU0gbPLAdAR23w9DZzUlDuDtqHKXBv4ng4AG8YLMOkdmuCoNMCoBi5NTuKgZ6J0LOGvNVF9vYuk3J5mpCu66icQc1/HYdwD1rJduuoOmKLLo9djo5tHYZMEoaSF90vRQyQ60Gvrd8zKfNEau+5kTfoHAsipamDYoFjgAmHFXb0NNpKqa65051g/EKW4g8uqBShmURctCJGuhcyHMVjq0r2boye9G1Kf9v6t6sx7LsOhP7zh7OeIeYIyOnymKxWCySVRwlkaIminJ3q2XI6PaDARsw0IBhPxgGbMB/wC/+BX4w2rC7YbfkdltttAVI7bbcbU0mRZEii0XVXJmVlWNkZAx3PMOejh/W3vvcKMlS6SnLByhkVkbEjRs37j5rrW99A2Ti8Avbb3kT6ALv1Fci0smSPv49tGu1SSMPd6EytIrsITNpUHm1y0rTquCl3Ud4a0YkjfCGD4+1X6zw6uQhtsUaj9UWHBKsvN1lQGWV5VjrNK52jhvv4JC4KLkLjxcu4+djGKBKKZg4MHrCzS4XBjdHF5Q4XrTQlmPVpYP958ZhDYjwNGvxqdEp3mqv4hdGb6N2Gc7sCLfbAzxU25CJxfdPn0OS9BQXgjArMlgHbJcNCbqTHrO2QKcFbk5nUN5fyfS0T66EwqP1FIfjJR7YrRhxyIWDDQFN/SBPC1fwF2Jglzi6oaOJpmW+OofDy7mLWTDwdL8kQTw4m1EQid+XkpTNUS6p5vFjTAw3ysAXDsFSWnO4dLjpFAWBZoTsfsK5u1eLBXbEGq5I8CjZim50J/6ApozMom+OLqK7Qs41bhS0Ry0SsgGViUXBFa6kC7y5OoJkFgXXOEwXeNBuR6YRQJXV9OT0IJjDFl/HEKJ5VqDa7fBhvYOnDVU00zMIDMhoawWOl2PfvoROwMU21/YJGi3wo9NrOCxXOG2q6D9USI1b43M0VuLDZhcnfIwvVA9xt93Duaqw0hmulvMY0lT43FLlOHJuItoKUMW0jkF5s+ng49RZge28xhfGjwAAby6P4qHuYiizwzRrcLyeQHKL7bLBWqVo1ECJFNxBG46e+9m4G+FL1T3onuPt7gjv1lewJWr8eHYdj1aT6P3LuEXdpXHtEzSxif95TM9QpjquqIhn7LCb1XjcTGKqQZgbuc9gEXJoa0lsPahJhoPkwJMksoCClUlQuQwOfYOhWNydMuLo9iBK4GV+Lry0bbgpBnsVYAgqDohummkCmDQH50H72kMKmpPDzzCQ7j/e9Uza3Ylo0PYiHpzgk7PQOVorMFMFKtmhEh3R4LjBVFI7OxUNxryl/SlXOEiXGPMWtZFYm5T8h9YH9MMlPZ5044gcFlyjFBoLleN/Pvl6XL7TmmeBn99+Dy9NT+JBCFfONVojI7Wt7xOMM9qtdkZcipggpYvDJGvBkx4v7zzBtWqOxnODM2bwheohXlvdxONuGkGp42ZMrvvRoYKE5K0V+PzWMSpJsq3f+PRvRcZUuPo+wbVqjn9r500cd1O8WtzD43qC7bymg8wcbk2IzdRaib1iFckSVaow9oCH22gpBbd4ZfoIPzP9ACXr8E9Pv47/7cGX8d1Ht/CHTz6NDy52ogwtsKdCTqp1CapUR1BrrVOMZReBs3Bjq2RHLhqGOpOgdolvZN8ehtlPegZPmC3D/BmiITbR3OCAkHhwKVS7vFBgIV4zcKO9n27gOsQ1TzLYb0b3vySuW8G5Q5bp+Jy1JhPuwDYK6eSuT5DlOq5pws/wca9nI1XjKuZWnnUV/p/5i9GOxPQMpu/xlS3SlcrckkOdRxSDMuYiqeKKxSKJJmaExvJYeVY6w2G2xMIU8aBsZQ0erLbwj9Q38er0IZ6qMc66EtO0xVlXRT/cTZJ6xg0yadAoCcFpFRJE2kSspl94IQ1qk+KoXEQ7UqIqOuymK2SJwYWp0FiJsWhx0ZUwPekw1yaNDhUAIrHja+MP8B/u/THe7K7hH9z5e/QxLxjo+wS/fPAO5qaABcMXqgf4Z09/GimzeFKPsV+sUAkC2hpLOTgq4dgvVrFrYEmPcaaixQtnDj+zexe1TfG99fMAgKfNCHvFCoXQsaMYZWpwyPc0vTylruhKtcDxegLXJzgol5imLc7bMvKH83DD1DkqqWJI10VSQLuhkoU3s3MJOhVUJUkUXG8GHzHmLrW9dNAvC/u7No1VMWhHna9sgZwQXQQDGBV0ocyBM9qBUrcw6FGTpEeRa+hL33+onOH5hfn6E5/0LRNLBAJ/yBpLOZkrk0FZgZxrr4JJ/H9Et1tZqrgAcD09x4Fc4EAucKImEe0Nl7IcS5OhFBoH6QLM7/AKrqEsx0G5xKLL8ccnL+DOcheuZ7joSpSCKmTlDc12fRRGIFCkwmKcdah95GDwKUqSHrmfUT81PgNAc3VjJUa8w5asYXuGrhdgCRl+H6RLfG7yGAw9+Tz5tc1W2sD0PGbjAMB9vYsHagff2LmD66OZX++QzO3cVPil8Vu4ImZ4rLfwtCE3CusYprJFYyUKrqAciRZKoXDeDWuw4LqY+yTzQmj8+eIq3pgf4f3ZHh6sttAYiSvFEl/f++CS+XcAgYDLLg8PV1OslSSz8rSNc/6pb8FLoZExg86I6Ge1UllMMAuvabg228QIetkkEg/CLBwUMkj6SweUeLtDixyUL2FOBcgu1FlvteJbZgAoqw5ZrpHnGplP9q7rDF0rY3u+yewKO/ZQScPzNb7V/v+F6PvcVBjzlt60RkBxqlYj2eG5ktqyLDHQTqADHcpIjncSNQYwSCYWmc/2DBUouA0qy/HN3duY2wLbssZBusSpHuGsK/FoNY3rDtcn2M3WWFsCiCayvbR22c2AJ+2YDm/WRTc/ZXg0DBtnxL8NZADtOETisJetMBEtSt5BO4E96dHapPeJ2OSNZHpaoXx2+gTH7QRrnUb3fdsz/Nn6Fh53U6TM4LOjY9xbbgPM4aXxE3z35HmcdGP83PQ9vLM6vMQWeuviEABwkC0xFh1qk/q9NLnzB1BsmpHz4re238b/+virsaW+OppjrTMUQmMsWoqP9AeULFJo5ude2KwMx1ZBGT48pRXL7fkero9m2CtWuOhKHJZLMidrRjGHx4IYUIEMD4SgI0Qmj/P34XiQHEOfOEhpabe60a5v5oUOMRM+KNgxKO/aUJQqglLM71yNZWDMRNECQDBPaIWBsDMdKr324dKhkwhdlrUMUjgYf5j7jer8ca9nFthU2xQzU0ZRMkBt1/1mGzeKC/DEQSY27uRcz9A6CekBIwAxrYv71Ymyw04zBEDVLsWUNzg3FU7UGHdWe5i1RSQAFMziajUHS8gbiYHmwc39ZiU67GdJXBsAxINNEtJh7vj1QjDdbqxExgy2ZI1tX0FXNkfm4+kfKHKKf6ymmIoG8y7HXrnGrx/+GH88+zRaT/YvBe1ub7cHeNxNYxwGAHzryrvUjj69BdsnuLvcwQeLryPjg/yNM4e1SvHyzhOcqwo7KfGXF6rAdlZjrnKiM2YNfmWXKvF/++CXoru9SXrcX2zjaLzAfr6C6xP8zoPPQ1seD2erRUx9S5Iek5yohVWmaIWWNahkh7OW6JxH5QIs6XHaUY5OZwR1A413wPDVcFCJ9BGYCYBRRGF9+2gMHVAhLIwW8TBu0vXiey9wef3hUopja9xEGqW2PFbtTov4PcPhAwj9NpbBGO7b19BFON9dkehbWw65Yd1JwNflfe7HuZ5Juxt4tQXzUQqeoRGCZ4/SeaySeUIUvBAyGwgP3LfL4b9XJw/x5a37l7xlr5czWB/XJxOLB/VWDGkK13ZeU3AUD8/Fxo/zDZg8aiL7BKXUqFKFSdqhkgoisd6Tt44J1Rk32PWkfp44T/hf4rGaYm1o7TLiHeamQC5MPPyH2RL7+Qp7+RojT14Iu917q210VqC2KeamwA/PbwyODRju8oHXqy2FHd0szn2IL8f1coalznB7voeLroT2vk8/nX+Ad7qj+DyAIRJyqTJIZvHdk+fJDkUYUEykp9z5758Lg9SHBZdCYZpSwLLrWZT9Zdx4u88UZ00Z82IbLS5ZwkRxtz8kg58TzYSbV5IQyOMsoxgKx4j07on5fIMQEV4fqqgEPl3MK5qvPR5ALC1KC+CM9pth7WYdi5THsLMVggAk4QUMAbMI76NNe8/wPMqy+ytOyOXrmVRS7dX/JVfojMB+tiK6HSNebkBcXZ9gzFvs+K8LnNGf1NchE4vH7RR72Qoj3uFaeoGVzXElX2CuC8xVjhv5OTon0bkUP5lfRWslap0ODgYALloSDD+otzBN28gdBhCJ5K5PMNc5GYd5ITpnBH4EZs1BtsRpR0DMTlpjP11CMoNTTcG7I9liZXPULiWNKxLsySV2xBpv8SswPcOJnmAqGtzMznFuKvx4fg3TtMXKpNhJSfj8uJngvfk+dnwgcLAMBchkLBMGGajlb4zEVLZoncRc5RiXA6nb9QkmUuHrOx/g701+hNt6F382fw49gEoqLPsMynJoy2Bdhh+fXcXCm3rTPDrI5yRz4N7oGv7rCQ0nKmWVdNhOG+ieKJLHqzExcqSBhXfS9yNErJb+CrS6kKodzbws9ygtfZ4QLrbHXFhw/2+h5YzsJIAOtGPRwjMvFFbefhSgahqqd7BHMR491v55xJTvnnaiRUbm7tEQLhn4yFpzjxAPaHHTDoL6v+56NsCRtzGpbYr9YhWrV4g+vN/SsRzzNlYzmRi0vcRP6uu4ll3gVn6KX9h+F3tyBZ44cDgcyjleyJ/iZnGOL04f4qokbeajlnSrm340RMom+5HOCjxaTfFoPcWd1d6l58rh0Nj0EgsoGGCHA7uXrbE0OYSfIa9mszg/k9GYw2ezx7jb7sI4DuUEvj19kyLpxSp+L91zfKF4AIsEO2KNv7P/BhiIoL82GZ7UY1y0BbRjmHm9auc9kgKpe63TCDZt5Q0OswXeWlxBayVOuxFkYnFrdA7jGP6LG/8njuQM980W2l7iwXILrk9wsh6h0TKypZThWPmQX6o0nl4pDcZ5h0WbodESrSE70xA3OU1b7BcrrHWGtU3heoaThpBh69vJRsmY8A0gHqjA0wWo+tBMmkSJF+P2Epc37FYjcusDh7tuIKaEP/uNKse5g1akBw0fD/rVS0bivn2WPgVuszJzPmT/BC50QL07JXzLnVxCoj/aDfxV1zOrpC0kycyyFTgI7ZypAofFEixx0D3HzJaQiUWaGKxdhtqleCF/CoskWngcyRlutwf48foGJqLFVNSY8gZ32104XAEA38qWfgbVmHVFVJbotoht3UpTXMS9ZBshU2YnXWOuc5w1JUqpI3UwkNAP8yF4iic9rufnYOhxNb3ADl/hne4IK5vjd2evwvQcK5PilfFDtL2ETCxK1kVTbplYzGxJLTyAuS6QcYOVSXGzmGE+ytH6NcraM3yC+XUpFT4zoSS0t2ZXUMkOL0+O8VRRde+swFZKrKwtWeOgWuEKX+Glao5/PPsafji7gUyYmPIWdp4DEd8ilyaafrOkx7LLCDFPdTzQInF4sNrCTr7Go/UU23mN69UMS0Mm6OdN6X2cKGNVeufEoGohdcpw6DaJ8c5tuOz1CZwb2sewJ40eREE55G8oxvjkAM8gCmBUQHFVJ1FVg8ghdAxFSo6HmdRxnrWOQUoT9aKbba2xIUaDR6AogkS+ilrDPvlugbon176lyXA1n0E7jlJQ69hYiaNsjnvdLnbEOs6cDD3R6PxjBIULQG2p8Y4Ac1OCJw4Tj0TyxCFjlJxmeg7lOEpJhl8icThvyliJUkZ3y7ki7yOWOEwkx9VijtZKmtcYAEtia4YeW7LGqRpBJC7OtZ8rHuK+2sWYUYTicUfBRZJZ/NzW+6hYh7XL0DmJd/URtCPzMN1zlKwDMEbnKG6QDjDDT+ZX4QIaHrJq+JD/uZfTza5xKbbzGrVJ8cF6FznXkY8cQLUn3QR/e/8NlInFf/3kV/DT4zt4VGyhNmkMZe40eQLvVDWWXYYqVVGYEBhO1iWQ3r2AM8q7Cc/toitxrZpDObKbYYmDAb2BleG+GkuK4NAcWWr+UiZOaGGpmg6MIxYyW72DPLW1ySVifqi0nLtYZUM0YpIk0dke/ut7ELAUyBm59IIEw8AYcbOxoYUNBnIAVc7NJG/K+Rn8jPqexQPLuIv60o9zPbM9KUC7TO04apduoLPUUi1NjoxpQlv9AQ0uDSPeImMaM1uidqQfTZmJ1h1zU0RdKUBA1V62wvVyhmvlHII5dEbghckphCegV+HgMoeM077zSrHEcTPGl6p7KIVCKVWkuGnLkXKDtfXVhKvoSfvnzXXMbYE7ah+P1RQZI/uVq9kMHA5Lm6NzEhaEcodf9IUu8dRMMGZt3CELZiOV0SFBJggQ6gG0hhwROXMYCRVTtQsf0LzSGWaqjIZjmf/Y04Z0ug7Ac/kZ/mD2Eh7VU7RmWKlk3qGPFDYJ1iqNdqCCOaw6orm5np7TJO3iOsU4hsNyiYW3PE25wXbaYK4K3zIPo0cAgzYZXkEvurl3JZsS7kODhzwYrQlhNRueR4F7G+dKy8jI2rOFwqFmzJPtfVvbtjJSPqlKEu1PSlrpbT6fEOER22YPIsVID4/+GsP9c0yi9M65BFk2oMV/3fVMK+k0bfH28hD7+QpbaYOttEFjJRorcZguMDcEyxM6Glz46JdZMkVWHkxjbgtkjFYPuudY6hzPl6f4sN3Fp4sT4qzyBhYJOifxcvUY7zcHOO0q/Nq1N/CDi+fg4qqH/jzMl2isxGkzwm+ffBHKk/bDf52jly4ocILQfG5L2J6h5B1WNodyAi+XZPp9osbYFmusbI7n0lNiThlaRRyVi2hE1vYyRkI2VmI/X4F5xlAQm2vLcXN0gbOuRGJSAopsiqUh32DXJzFVbTNAWfccL28d46fy+/jvz38WuueYygZj0WIkKzyuJ7HdU0bgpAsuEzYSRsh9gRz/A0mhswKTbACmLrxmOBcaOym9Rq+fXsXhaIm1j39ct37OZy62uh9d9IfVzuYbO6w+CNHlSBJPZrAcvRuCk0LLDABF2aHrJIQ3zA6/a3ID9DJDXxk3YyQFG9ZLLAGU8f7EXm4XPtZpGYkWFN3IBy3spoMDJ1ZUs/74R++ZHNL7zfaliAN644Fax67CWLR4Y3mE58pzYqU4gSlvUDv6pQbtqU38i4AeOdOoLX0844ZaUVHDIkGZaCABcqYhE4unZozni6fYkWscyRlYcgMvjk5xv9nGSmeYyBZbssZMlyiExpOa+L+l1JGKx710TTKLMlE4kAsAwMrm0AlH5ySeqjH20yUypqGcQMXJybB1EjNbXvIDPswW0E4ATOEH81uojcQr00e4ns9QuxQZo5XOwlDE40VXRpojABy3E9LlMhuFCDKx+L2Hn0VeDshryUh0cNdM42rKOB4zbKZpE9tZZQTKTKHVArkw2M5rn4BHxItAl1SOnAjDDW6StbSyQh+zYDonILw/caNlrJTWMvIl2jigH7VKCWsO5xJIMQiywz50aGFptbIZ55AkSWyDY7u7QR8cKiqDTE00JRfc+p2tiweUeMrDnB4q8iZnuO8TilnUDDy1KMtuCIj2vkpJ0kNsRDv+ddczaXf3fMZnJRRybiLPtrGDZWdt6A00FTUO0gVaT6cLoJLuqU3OEw3JDKa8wVQQV3Y/XdJ8xxVWNkfONLZ4jTFrsXYZfry8gZ8pb+PV8h5utwe4Wizw3ZPnwdBjP1/hl3bewa38FFfzGSrZYeSd7jf1m+Ei1lAbheXhjT83RVznPFTbeLl8jBeLJ5jbAkcpoc5jRkAXS/rYzr6xvob/6PAP8a3ddy85Hy5Njs4JaE+YyIXGTBU4qcfQjuOsJS7zQvvMF0aZL4ejJWqdovWxj4H88d31i5iKBjKxHl13MSbyrK7i7NgocjwMnFuabelP7cgXKpD9g3VIYDs1PnGdocdcU55LrSXWXYpVO6hCwrWJ0gKISpdN9UtQk/R9sNZMYosaWEVG80tgU4gqHCxRWCQsyMzErwUQg5uHCs6iaGDTyqbxFjDKiyuAYW/KhUVaKloFMQetOZo6hWrlEOjEP+EE+5fKY+ie47XldVSeVVOJjhwR0JOnUARSFLWETEdSPgA/ryKipOHgZsxgW6yji8ATPcGfLj+Fb07ewxU+x5+sXsA/OPgjcDj8/vxl3F3tIPdmYmdt5eVfz8P1CS5UEUGkMHM1Rsa27igfSBe6F3inPYLuOT5sdvFccYZXi3v40/ULOJQLPJc+BUDG4B90+3h9cQ2VUNhLV1ipDHtyiefSU4x4i392/tNIveInjAZgNCbM9XD4t9KGPI26HBk3lOzGXHTtB4CXJ8f44fkNvDQ+w+sX12B6hsNiiYwbHGVzlFx5A3Gq9qbnGGUdLuoCnDmUqfYhyBa1ITQ2tKtBVA4Ae+UaKaN09nBon5oRbJ9gpgu88fQKRUtsiKwDKLS5RtlEPQdJ2oY6x1uYMNZHOiDnDlYzJD2PB7Z3G4ZkGyucTfQ3cHvT1MYq1yqJ3VGNZZv5dUofJYeNom4h+hy1pIxinKiJwds3SfpY+YX/WJoarBc5hLSQ0vyNfHefySENQuxsw7N2bbIYb6/9ru32ag9H6Rwj3kaCQwBUNg8mAEJD3fD/AKGz57rCvfU2Xq1yzFiJb47fwx11gD+afQaPG5q/rhRLnLcVWifw/OQc++kSby+J81pJIlx0dnDU382ISVRyhaXNvXg8jyLzq/kMvzB6G3fUAaa+5V66Ih646+k5nt9/in91/nl8//S5YendC+yLJfYnS8xsiRM98f9OX9f1AjtpjYXOcbyegDOHw2KJs6aEdmnUl7JRj9qmGHFKCtgvVjA9w9VqjpQZ/Nr2j/FHy5eigfhMF9GxLzgnhhWM8UZfMBKCUQVNmUWVDU4Lxr/mwfnP9ZSgvl+s4HqGDxY7wx6RDY+bSedpeO5SC8uYo9lxI9+z7xN0rQTjDqqVKKoufm5wqQ9WK+RjNOxZQzhwkJMx5qLiBUC8OQRU92xVxla4TDW1wH7E6b0YoFbCP8+h6kder/83zh1yYfCZ7ae4Pd+NP0eozh/3eibtbuZnQ6K00VxXiQ4VJ0Mw47iXrHH8/tln8IP5LRx307iW0D0Hh4ti8bkpUVsipAdwZO73jaH9OzcjtE6CwUH1Ag/rKVJmsZev8aDewiRrsVvUkMziTj0QGpSltc0ka9EYcoAPTgphxaN7QjRXNoNxHL86fh15ojFmbXx+a5fhljxFxbq4D/37ez/E9dEMn5qeAkA88GNGFTTcnMLPVHANkVBrmvhd3Flb4dpoHu1aOitwr6Fc0RM9xqNmiiv5Ai+UT/FiSXvUf/LkG96XiWNhCiifkL42KZmE+woZ3rQ86VFKFSt4JoiqSWAaGbcF8zaW9B7V5Z7V1GJeF5Sq7Wc4ioewfrdKr3Oc1fxK5VIkYeL5u/4QpLmOhzpEPYQdJADvGj+0k6H6BsQ3fN4mg6nviSQf2EHWUmtbK4nWUxb5RmueJECWmUuV3jkWKzZA1qmzJse95TbO5hXaJo1ytb+JEuaZVNKVzVFb8ipySAaCgEdYWdKj4DomfZ93Jc67Eu8kh9ESZD9f4Wo+82gpVQTmepx2I1gw7MkV3vXVkCU9jtUEh3KOtpf4/oI0kspxnHdlzKEJvN/apDElDUDUOx6VC9SGxOkT2aJzgsy4bRp3ta9W9wkc6gUq7/cLALt8BYsEDA77fAGZGNxVe3hl/BDv1wc47qYYFy1K1uG+3o0ZrbWgn612KTiolR0JhUoSgT1Yke7ma5y1FUqpcN5V+OPmBXRW4NuH79Br4H+eiWjx/mIfY0HyOQaSCV4vZ17b2QE6iwHFwcc3eA1Xsot+T8EAbjMoOLzeQbDQOREdCwMqnUkTbUXDgQhRhH0/SNFC9TMeGAptKVHxPP3Oi6tDmzvoO2mvOrCWegBEgPio6DpLTaTphe8R7FY2YyeDQVySkDO93gCfAk2Q9t30fSR3URGUphbOOQ824ZNPZvjj0xcAADtZjZSZaLEZRdZ8yBcViYXBECefJGRl8qQd40k7xm62xo5cx5TvgmusTYbGSjztRnB9gk+NTnHSjfE2o5nxznI3EuPDSsf0HLDAWHTkxGBl1GwGECFjBlXekcODP3wZ05ibAnNdoOIKj/UWbEGZKTNLKyQ6tBJrR6DHuR15thHtfTvvXLgvlvhQ7eFQzqF7jjzRcJ5dFb6f3Wh+ArJKNis6KmAEI+/gnBt85+xT+NLWA5Rc4UKXaFxKLbwT0D3H2qa4Xs7IcqYeYj/o8Qe3hkAWCQHQQWUkmIvSN5Y4SP97u2hL6J6h84oaskYJZAbh1y4Dp7bvaR+pPI1uaIHDKmUwIHMb72+jhZ8tGbQSSDf2j5vVyhgGowRS75AQObbeLkYIcoGwlvySZKHIc2pDxB0I9uGSwkJ7MEp4ZpMywc2eDvijiymmVQOlONJ0CIVKxSecFrhUZGu4lTWYiDauJ9Y284qXBHtpjTNexjdHYLpsOtwHVQpLeqqk6KMn0pZUuFWdIWMGP5ldRd8nmHVF1HluXg7DL3MnXcfg4LioZg7XyjnOuhK7WU28Y4/iup7hSTdGwTUKrmB7hraXkdIYZuRHegv7gntlj8bS5TjRE+oEdIbXu2u4ll3gi8WH3tZF4NhMwdBfkuatTeZHAhapa0nS46IrcWt8HjNZAZqZZWLx9uoKbhbnsGA4TBe4s9xFnUhkjG4atk/wzuowtqvk+kAVY91RInjVK9wcXeBJM4ZgDqVQsYIqJzAWFJGxla7QtxXtCQAAIABJREFUOZKfTUSLPz8/opBiX2nIBcF54kA/6DiTIQ07tIwB1Q1gDK1sBqkXUf6okmpNhPtNu5XNw+Ucg/TtaXj8yELaaLutJbNrY4hjzblD2wyBxCEXRvrMmTzVaJUcktv8gefc4fyiQlZQ2nmcUz2VUH+k+/irrmdySAFaEgfIXzuO26u9uIY4acZwPgv0bx28hd85/kJcf2wqDVzSx+V+wTXOVUWyKNERFZAr/Hh2/dJhDkCQcQwuSXwKGsHon5qc4rXz637mGnJbDoslJLO4UixJlsYV5qZAyRVaFwgG3q7FZrijDnBLnuLEjrGyOaa8AU8M9sUCM1tBJgY7fIUP+n087EhberO6QOckvrt+EZlHZqe8Qc40VjbDw2YLlbe+rFiHM15Ri55ays2xItqanqsKa5viaTPCWHYohcLjboq9dIV7zQ5+bu82RrzFu/UVXM8ucKLHkJ7ppRxZudRGYjttcJEVOG2I9khZOJTS3liJK/liuGn41dCTjsCurbTGD89vYNHktFMWLlZQaxmyzMQ9aeDcEiI6zKcBCQ7ufmEG7TEQIICADrs4h6qODpeQFkWmsG7I0JykbHSo09TEOTlNDTn7uQRpai/birokCrzDn1oNWwab0E2hyhSU4cilget9OHRB8jVluAenrPfIwt8I3X0mwFECxNYJIBQ2tFDhcKw0WXjeafbj1wXXg0wYQio5uQM2nla4udwvucKPZjeQcoOR7KJyJZDpA/cyGH+lHnSqZEeSNP/cCqGxl66i+XbGDIFUvrpdmBI76RoFVzhIF/ip0QfY4Su81t7EAV9iW6zjjndpC+SJ9mCTwJfLD1G7FMqJSHrYFmvsi2VcPb2xOsJUNMg2PHeXOsdhvozuE8pyZJwO5/ee3sLbs4PoL3TaVHi0nuKV0UN8tniMz44e48vlXXD0eLl8jPfqA6xNholocK2Y4Rd33sVRPve/F3rT7xUrZMLEvNKFzuPKpuAKU9lcyqShrkJj1uRxvmy6lHJsPCjUdeISIrqpYFGdjK3uMJ9uuCL4VjGQCD7K95WpiS6Dq3rw3k08akxqGjKwbuoUbZP6x3WxcgeVyqb9ifVrGsYHB8NwoBd1Ht0YWOIFCalGLk2kPibApRvPx72eWfRhyElZ2wzKU+wWXU6u8VZg4n1+TroRdvM1KtnFgKLOCHxlfA9/e/8NfH70EAud41SNIimCJz0etVtUafysG9DHcA1sJwI0Jn7nuPaMGoDChbbSBjNdDsG+/nAGEkNg67Ckx75Y4gV5gi1e46q8wE/aG9gXi/j5tL9UWNoiRjbIxOJX9t/CcTfB3XYP3529gLXLcKIn+LDdxVcm9zA3BY6yOXZSCpzaSdeEhguF1kpsZQ2WKosw/2Z26V6xRsYNvpDfx9Ll+FT6FDNLe+fbLd0A99Ol95FKcKfZjy36mQfVcm4gEovCiyBO2woFU9COx9eEmGEcDuQGqByliyUg1FRKg1ZteAKJIZIwVMrQ7qbegS98LLS5RgvPvU08+GIj+R6gVnXT0iRwZa1vQQGgbdJIdqDvZZBm2lt9JvHrwp+baG08bB8BZrUSmJRtlLhR6jp9bLHOY2ttHYO1lD2zScb/665n0u4KRjupR/UUL45P0HCJVUJO4NerWWxXvzK5h/vtDh63U7Q9MVuYb5H/77PP4GqxQCVo/hKJi3S4xqZ43Eyole1ZnJ3Ckt0lSXSnC5V7IgiJ/fn99zHiw+pk5TNmrhWkEQ0ZppKRXlQwC9aT88IVMcfMlTG/80Z6hrWjOTtNDM7sCCtFGTWHcoYHahcf1vTzAcCWbPDK+CEedttEo0ssvlLcRW1Jpqddcmke3ktXeNKM8fLoGAw9HteTQSblOwXJLH5+/33c1XQgeeKQQ+NGdoYrYob7ehd32z26gXAbd83XyxlOujFmHUVOTLIWtU4xyVqk3OJcVzjK5piZEnNb/IU5P1yuT2KmaDiMAUAJBIJwgLQSxNZJDbS3LglEhL5ncM4fGsvAfaqZUnzDQDuJpAKAKq9MTayORgkIab3om/au1jCkuYZMja9yVO205khT4wXm1CZrl4CLfuD+Jr334XXR2jTYsDgPDtVA/PwB1R0O/se5nkkl/am9D/HK9iM4JHhveYC9dIWvbt+LqKNMLGa6jAyiW+UZvjB5hFujM0xTkn9dL+kwczgc5VRlSq4iNTBQ7cIV0MfNNU84oIQKK4x4h5H39N2kJH6mPCZLFy9Wn4rm0g4zYwYH6QILl0P1HHfVPirWedYTx0v5Y6ie7ocl65AxYkO1TmIvW2Ohc1LppBfex8niSTfB3916Hed2BAcSjgODYD5UMNeTC/7nxo/x7cN38K2Dd0lQbURUGX25vItdvkKeaJyYCc7sCL91/lO4ow7wYnqMEe/i44Y/D9IlERt8PGVoddc6jeuYmSmRMoPUixuMo9abEHaizVnLYpI2EA4c/T2AO8HiJPP7TxUSzjzNbvCq9U72HtSiw3d5DxoOKKWkDSLxZp2Bi4AoD1zbTQ5tXPl4wkOottyzh7L8cjZsaIXDrAkE90RqxRslkaUGXFgI4Xylp+f0iV/BhN2iSCx2sxq3clrmp8ygNhLIiHu6w9e40JVf7HckOZMr6IJH1FMyg5WluSOsNU5Vhc6IaCoGIP4ZrjDPBQvNqWiiciUE5eaJRttLbPE6aj1Z0iP18fQXmoAqmVjsiyXyRMcE8jNLYus80bivdvFKfh939R4ksxizBrXLUPIOz+VnYOix1DmyklYuK8++uirm+O3Fl6IFapvIKBfrnIju/K5PorUMT4jlMpIq6ko5etxR+5jyBhPW4MyO8MXqPh6oHfxe94XoOWX7YIdCCXTXihlY0uPBaivuCsPO9Cib46ki3rDrE6xtirHwrw8zeO+MKnfUd3pXhxAIjD4B9ygo50MLKT040/cJuk6iKjvYhAzDgit8mGtpjvXu8V6P2vdD3IP2lZMOlYmkesY9S0nQ93KWwVkQKaIn6VqWmQGs2iBcCOGgXHIpfVxwh0Wde/NukuIx7tAZfok1RbvSBLSv/YRX0pvpGY7SOUqhMfGVL6CjtUnxpJvgXr2N33n6ij88Cg7E8AnIZ5CK5clwJ9wWa/xwcRO1SQmhReJXOAQQBfqa+cg8oBztIV3P8Hz2lBQ1LsPS5bgmL5AnGlfFBa7KC0wYPd/Qdobnsc8XSBOLma3w/dXz4OhxRczjfAoAt+Rp5BQ/0oTqPp+d4BuT98GSHr95/6dRW/r5r+UzPLUVPmx2YwewOQ9zUItden9gnjhwL8n7W4dv4Us7D1BxRSFYrENtM3A4PDUTXJMXsGCRBBLm5XAx9JF8f5TPcbWaI+MGh+USpVC4ns9QcoUtWWMiGhRc46XRk2jC9qiZRhQ+soXgHQ2ERZ5rFIUaiPGeyrf5xmWsR55rKC1ibINzCVQnfagwYpXMU/IODoc7KGE2c1nCyiYQ6VmceQcHe877KBYPYFI0d2ODYHxzltVKxOQ0wMdqSB11uX1PM+jhZBkfL8vM3wg4emYrmLktYiYn4HeAOsPVipDFL2/dR21TfDp7grfaqwBovZEF7i6zKHmHUzOKLeqJnmCmCj+LfoQF44XjYb8YDJnDgT03FVY2i7ahrmd4Lj0FgwOSgYDAEodARgqAF0BE/9plsGC4mZ3j2EwxZo1PIgPO7AhjRppW1zP8cHETv7r7EwDko/Sl8T3cW23HFvZb4zfxvfWnyXXeV8kgxwstOveByq5PkG/ETmRMY8xbnIKq+cyWeKImuNsQsPQ99zwFKPcJfmryIR6raaymwLA3JlJ9is+NH+NUjyJAFMj7U9HguJuCJQ6P2i1yJLQM758TrTL42KbCotWXmUc2GFknPZQO7KOBsACENtcB2JB4bVRazklhEqpVqHpCOE/vG2iGxgFWcyQxo2Vop4FhdxoeQ6YmzsgAoizOmGD5Sc8xzfSwVnEMqTBYdSlGmUIuDZZaIMs1KqlQrzKUo+6S0ufjXM+kkj7RU3y5/BAV77AwRDx/rKa4WlEgcDCXnooGx2YaGTfbch0raskU3q2v4EezG3h7dYSKdfj2+A38V8/97/jGzp1LBtebZIXN3FCW9NjL11ioPHoMfdDs4YNmH0ub4/ur57F0BR3chOIudC+gekFeRJ5gwZIej/Q2xpwOZeskHnbbOLcj3FX7eLs7wn29g/fUFTzS23i9voGvTO5BbnQBry1vIhMGt/JTcoZIFF5bXCeNJ6fqTY4UJs6nAOXbbIoOgk8xGaHRTeRDtY+FzmPUBHGAyc3h3FQESvX80usUrhHvcKJ80l1PYvdH3VZMUm8sKUECRRDwbaDHBDJpsFPUkavbdDKuwRKPC2z64w4eu9QKq07Gj8ffYRRX015zk4NrPmLjSahxoBC6+O+bhIdNJDkceOXZS5tIblDsaM+KyiTN2kqLS7vV8FqxZKA4vv34wHOOEdcxH/d6JpX0U9kJ1i4j60pV4d36CoU0CRU1o/eaHbxQPcVry5uYiCa+UffECkube7J8j4ls8aQd43dPX8FBtsKWrDEVNX5970f4jDyBAsN36hfxnYsXoKyIr85WWhMHlnfYy1Z4c3EUZVYFV1iYHK5neG19E65PcJAuL1EBT/QEhxmtV8a8xRU5R55obIkau9UKZ3aEc0OV7MJUhMaKJVaOKJDPpTSHP9LbmNsCL1eP8Utbb+OpGUMkDn/W3sK8KwihTAxGvKUEOJR+1qZffiW6KGkDANYzuIRFMTlAWTmBOBJQWNMzwNEM+7nyER6q7ehtvHlxn6EqGbk7BtT5veYAjU0jup4yg5dGT3B7vR+F4uGwPpxPY6VMUxPtLo0h82izwcUNoE7XEYuHQKc+ysACXXBTfhYqKlVRG9vnsPcMCeDA8DWBwSSExTjv0GqB+aKCkCZ+Xjh4vWMoyw5NKwkAAtC1EppzzzCyEQU2wmK9zLHwFTuaa3tQLMQ6av0JZxx9qPbwfHaCe90O/r297+FPa+LyNlYCPUPGLCRTuL3ex066RuNSsMShtjnGguwiOyewm66wny7BRw63632cqgqfLp/gjdU13G938J2EhM0v54/wX177PwAAr7XP4fuL5/GZ6hj7YokPun3Unujf+kpwb72DXPiFvC5QG2o5d9MVtsUaFeuIsL7xhs4TTdxcBsxshdTzdS9MhQO5iDPs+/UBrucX+EePvomf3bmDLxT342PcUQeobYZKdLjbDkoc3Yso1l7ZLM6kATxrnUTOiE8cRPHWM4AWOsfK0o2B9preTsQ77QeEurYpSk9r3LzCof2oDJAeQ0WUXCYWTxXRI7+4+wjfO74Z/Y6Cu+Ami+ujVzhQAbGV0sa/A0CW6UssnU1X+0DQ39SkhioKIOabyg0tKmM9hL+JzeuCqu8Gn3azejNhoLQA+gTtOkUx6uLjBG+lLDNQSqDrJKTPiwlfT+qX4ecOlf3jXs/GwZ4pzGyFa9kFflB/CsfdFCufSQL4tsoKbMkGB+kSFe/wsNumtlhvXXqz7Ig1eQupHP/+wZ/ghjzHlqwpH8ZxXOgSf7h4Cb95/g38i9lXUbEO/9nhvyZHe7WDEW/xQn6CnGtspaSRbLyTfmMlZl70fa/evqRh7ZyISKvuOe1xE4szO4JFAuVb9NZJPFZbuDAVHnbb2E+XeNRNoS3Hvz55Ce90RwAokOnCVLgwJfbkCjNN/GHBHNpeoHPS71wHf6UAJnUbs/HmayPCXrcnp0DTMx+vOOTVkMN/Fr9m08cJGBDfIA/86LgQ/j4RLf7jvT/wtMQSha9IgrkIogSBOEAc1txrNQePo8vMImBwYFAqtJQDWnqpvXSBMD/EC4YKByBqSTfXJ9pydBsGZn0/7DTDqmSwYaFVTFoQWBS+Z6i8QamzaZjd90CRaghpNqxavN3KJ11PGu7meUK8VIcEK52h4ApH2Zzka8ziRn6OKSeU8WGzFQ9FuEJl+OcPv4xXpo+QJhb39U4USe+mK8w0HbKSEe/1reYq/qfzb+DrxW182Ozil6u3cG5GSJlF5udL01O8/ELll/atry+uQTuBB2pnaCV75i1HHVTPMWEtOHo8NRPonuNmdhatXg7SBalRVAnTM9wcXeArxV283tzEw257I4CKqlygL3ZOImMarmdoHMniQrXcZEFZkPqGo4dkBiPeIWUG3xq9Nbz26OPNUDKLlc0wt8XG72Y4fJuHlR5/eLsEYzYA+PvbP8Avjt7GPzz9RZyrkmiK3iaVpF64LPvywBEQQpAQD1WgByrl2/dQ9eK6ZggaDuhuAJGCLjTMq0EbGpQ0vWNQnYRSAkrxCEDFm0KfROE4MKSEb7KRpLREiMBwY6D1zzArhyqfJEDdSVjDiXTh21zGBm3sx7meSbsbDK+RAE/VGIfZAvvpMn4MoD3pYzXFC/lTr36xmBkCa0zPaL2QrnBhKvza1Z9gzFr8sL4VQSYLUhqQwmaJW/kpHqptHKUznOox1n2Kxkr8N0++jcojm42VuGipgoWZzTpGQJV3he96gZXJsC1rgNEhHaqNQJ5ovNVexZQ3eKKJP3soF8iYxjv1FbwxO8LU55b+3PQ9/LC5BduT/tUiibP3UT6nnTGoih3wBWqXouIdrmV0uAFaXb2rrsD1CZYux912Nx5cmVjcyC/wRncNN/Jz/Nn8ORRcX1ILXcsuIBOLz+THeG1989IqJnzvj/5b2BW/Uj7AK/l9/JOzn8VJN0ZrJA6LBYAcSmg8dRUSkHyr78keM/NcVmV4VIKEQxdaXMb6yEoiozIT3QwGjenQCmvNkYDa2sH9ntrerpWQqfH/5u1W2GCCFg5W7w+osxS4VJRdVOow1sedK8UdskuSuEFeNzyv8PxVR24SAdwyhkHKISbx41zP5JBu8TVql+G7ixfAEuctPErsp0vUfYr3ZvvYK9ZojMTB/hIj3mInrWEcR8EVlibHuSrhkKDiHVxfgmc9pqLGO/UVjHiHnGm0jtrW1y+u4YfnN/D5rcdkxM0V/rvjX4SyHDkfQBXinPJLc1OS0OpGWY7nqzNox7Etaxx3UwhGKwmaNzOMeRNtUmjVkuBxN42uge8v97FfrFBwjb+z/wa2eI3aZegSqpS1S2GR4OfLd/FSVuGb4wy/v/gsGOhQ7MoVtniNP5i9hO9cvIBXJw9R2zS6KAK4VFl1zzE3BWqb4tuTN/DjxQ1iEHHv0+vI1fDETLCyOV4snuB2exCDmoMjRLg2D+t/sP0n+Dfrl/E7iy/FDJyrJa3PMm7QNDJapWjLY1dgXRIzXT9KFNi0M5GexbOJuArhIhd4c4ZN02EnuemE3/e0IjGGQylGgUrCRfpfUM2sVzmkf4xw0MOqxbkEe5M15k1OSpk+8Y9JSp6uE4Qwe0pgePwwh+eFv7lv3CycS7D1SQ9s+lfnr+BpN6LAo8ThF6bv4n988A28qQ+RC4OXt59AMovjZowxb/1qw+Iny+sxb2WaL2F8NViYArfyM9xp9kmWBpK5nbRjpNyitQ7KcLwxO4phS6GFZYmOFish7yW4P4RoPgDYThtYsMjyEcxCOYG1ybCfLrFwBXb4Ci0QNaPb3oLz/eUenrSkw3xp9ATbYo3PZw/wnfpFcPQkZfOuCy9mx/inFz+DxqY46UZgSY+D8RJj1uLMjlCxDt+Y3o5a1NZRzGLwV1JOQPlfKyl3HNYmxXf5ixSeJIauYW1SZJXG4/YKdMaxJ5ZxFysTCyQs7oTD9WLxBF/N7+J/OPs5sIRcAK8VM8x0iYp3OErnuNPs04onU9HhIbS6ytC+VPt/D5YjwGBIxliPTonBzEtYmqUdVbnQEkvZ+9Y4fC42ZkgMtD5vBjbI3+j7SGF91aTXJN4o/ExpDQcXFmfLCkWm0LUyMpvISYLaaaU4sqyP7hJhLuXcwhpqrbkYHPX3RutPfiV9WFOA7zRvwRKH/+vic/jC1iM8bqeohMLnRw9xv91BKTReX11HwRUmoo1yrbBfFJ5n+vnRQ7xTX4FDEnmkp90oZmIGBQtA1dJYBtfbQermmTKbRPxwQDlzeHF0Apb0KLlCyTucKGpjK95BM47H3RTfHL8LDT9HoYfuicmztml0d/jlg3fw6ewJvpI9wm/Mv4aSKdSOrFpeX17Df370e/iXy1ehe46JaHCv3oZxDMdqgqmo489+RTSxG1lZApNMz//CzB5mz4wb3K73sZet47jQWIp4+KOzF4n/qzPsyVVEeQEAzhM2GLAtavw7kx/ht+Zfw2urm1h4Nw3SkI6x0hnOuhK3sQfjzc9O2wqciZgYYLxvkPGey9YxJJ4gEKxUhAeXeOqioD1MxcGiJOxTQ8UKB5Azb3jtKzLNpPR5Qd4WApoCYksuCsTXDYHDzH9O4llGvevRII1VNqDPSnlig2MxGKoqFDJp4rze9xaysFg3KThP0LYS9+ttbE3XH/u8PDPGUWMk5jrHy+Nj/NnFTTRW4klNadpvXhxi5GMfOiswlh2+vfc2ufKZnGhyHs7flutL64qSKbw2uw7BKL269kTvsFgOhzWgmyZjESAJb3LOHG5VZzhuJ7iSLzAS3SUNqUwsOghvKM3xb+/8GGNGEYN3zRSHco6ly3FhKnQ+OmM7r2mmZB1+og68WRoBNm8tr+Dz48d4vbsRv08AaSgfJ41rl82r9KZmXe/Dk9kQK7l5YAPb6te3f4R/fva1+G+tldjJaijHcbyeeIO4y62zdhy/vv0j7PAV/uHpLxJ5Af2l7zFTNMePRIeVyXDelBs2Lh2WikTXPHM4X5eXfgbnqYLGkkVoDEvyb3LBXQSbyryDMgJSuFjgwwpGbpDch7nW+N974ALT2z0oYwJ/uO+BUdXCOIa2SZFs0vw2jMqAoaXWmvsZmkdLT619nKNjqFIF4xg6LSiyI7VQnYg3i9m8+pgn5VkZkakstpsf1Ls4zJd4b76PrbyJJIOFzuN8OJIdbrf7MXd0JDvIxEEwi/vtDrWgDFHFkXNNba6RSJlBKRXB4hs7wGCKFatsoHn5r/9c+QgvFif4F4+/CJE4fHXnHi50iZHoojpH9xzoae+b+7VS7UglMmYtOibRWoFKdvj61h0i2av9Syjpo3YLL4+PcaaruJMMjg8A4uoEIFog9w6F6IEJa2ktlNBhKRKFivdRCRQc/aeC3P9/UD8fb0YBtd7LVnjUTDFKqUMAANb30QPpPz34N/i99edwqsfReiYg2zeLc5ypEZ64MVVIT7U8KJdYa5Ieppx0qK5PcFZXl0KRWNKjZy62tuFgGh/TkEoTPW8ZECtwCFOy3KJVBO64DRWM8AcvMJoCmHPJQfAj/r5NN1igBOd6qqKklAmRETRHuwgmBYKCqlMk3ha0kBrbWU0ijoICth4bDlYM4oAwq36c65kc0lHaodYp/pOj38eYtfjN829gJ6+xndWx/ZTMQvk3xUpnyJjBK6OHAIA/nd9CJjpsyQbGMYqD8A4Bby6PousfSxzmqohvKpG4+IYPOaOCkU/RSmdxXv3W7ruwYLjXUU6qchw/vLiBz08fk20KI0ld2Oe+3xygdim2xRo7fI25JY3lW8sr0aH/YbeN2odIscTB9gyvz6/hy1v3ca/ZITqkV/t0TiBnpDapTYq5opk57CrHIDPutpfepT+LN42VkThVIxIj+BQ03XN8tbqLMW+wLdZ4bUmdS841TjtaP+14H91TNcJBtsS/u/UD3DM7+I2Lr+NUjXwQlIqZOzNNNqqPmglyTkSOUMmWJosA1llTYupjJ6wje1Awh84zkgILKQsRhZbBAhgVHVJh0GoRnQVDRRXcou7SuEKp8i4ixsKLq4PkzXkxeZZrOJdgXHaYLUri3HpAKvyplYjE+zC39r6dDQjtYICNKGFjHOiFJRFAn2Ccdsi5ifpeySidjt7L5N6/udr6665nlk/Kkh6/O/siLFhUcwQ/25XOkPoowmBx8rQbYV4UsD3DQbZE5wTOFUXqSY+yPuq2sDJkuxLarVpLsETExwsHdeqdHzJmMdcS1jFkwuClMUVBnOoR5rrAzdEF3p2R7OqD9S6uFMsYMbhp+3m73sdXxg3OHZEWHjVTrHQW08BDW8p7B+skVjbDreoM95qd6Kd7IBdY2fwvaF7DTlIyaoOdr8QyMZEiGAgNBdcYcRLNWzBwOCxMgdfrG5iZEs8XTy+RNCAUcq5j9OKL5Ql+Zfzn+O35VzDTJU5VhYu2xAuTU3QeKAvf7/aK5k+R0Ay/OdMbH/U3kgoXbUHyuUxh2WaXZkrOKas0E4bS6aRGITRO6xKNkvHg930C+IPK4u6T1jPrNoXgDtsl3bRPZiNStwiSiw1Ak8PFvEKw4NyZrGEdw2xZRIXLJaI9aI8byfZ+RSNTA6N5bJVJ3kbRi3WXoksJuW0N+fXuFHV8v5megRd9TGr/ONczOaQ3RxfYS1c4VxUerLewndeouMLapqh1HoGQQJAXG9B/qBqN9Y7tACaCHPyOm/ElmxTlE7+sY2j7BDrhMetDMIc0sdhPlzA9w9NmhH25wlQ0sD3DUueoONHsvrz7ECfdCPOuwDFAEjtJ8YsO1D4WXOPP11dxoUqkzKK15CRRG0reXpgCu+kqzrWn3SjyXseCsmS2eB15vvRzO29fovF2c4S/O/0xHBiUr6i6F7gwJT5XPoqEhyA2X7qcdrgbrXVwxJfMohQKK00JbCJx4NxAOYHnslP849Ofj1zqQEw4bsZY64y8ojCspcL+mIGS2p1fPQUUvDES23kTK/WDZAudJZtPw1gEhwRzqLjBvMtxvi6jgmYTBe1BY0oMOeaDj23TSnRKDC4IgubOoJoBCHiSqYnC8/m6gOok0kzDOaroYedJl0ORazSthLMkk4NHkzl3/qB6VY43LHN9gvsXWzicLhEyZFYqi+NWJRUgcWn0+uuuZ3JIzzoamtcmxX6xgvI+QSJx2PL7UNOzaA7WWgJobq+9kDhx2JKNDzHieGdJdpSlUP5gSLLezCyeNhUc6E5sARgtsVMKJDniAAAgAElEQVRQOpjrE6AEbs/38PL2MV4dPUDtUlzoChk3WNs07lAXKkfm6W3K8RjRqL1n7kLn8Tkv/I1mbVJM0wY3qwtMRUNgjZN4c3UUW/CCa3ROQPkZ8FSPcNqNoml3KRTGosNpN8JTO6GAqoSqZOskrmUXqFiHNDEYsxZLR62x8nxf1zO0vYB2AktLma9rkyJlFltpE9dOldeH/suzVxDCm/bTJe6vSfCd+6i/EGI8TsmFUDkybRvJDk+b0RAb6NcuR+UCC53j4Xoa/Xcn6bAjVB755owCiJOkpxspG+ZDEd3uKUk7AEPWgzZUAQnMiWR3v34JcrMwqwaqH5HyWaT1WcPRmMFjOQi/1+scjFsw7iMVg9TOH3hrPZ3Rt80AtclP5mOMig6Su8i+yjZUT/9fHOa/7HomtMCJbOObnyUuplEDg/gbQJSBlUJHHqpktDNbmpzyQ9sRSqGi419wHtxPl/jq6C5+9eqbMREbAKpURdCqFAolp2DgV0cPYhUrucJhSgqXc1VGOZbrE5oxHcOL5QkKTsG8GTdeGkep4mtN7oXBuOsonUcm0YUp8dnRMdYmxdpk9HMlFgVTWLsMb82u4N5yG/Muj06AQQLW+uBhB4Y80ZfcJkrWRfcImZhIeg/StdxrTPOEEM/AZmK+/b9Xb2+seRy2ZI0zXXmTbQ1lBQqhUckO4/TyIr61ErWR8SZmehbb1LO2wqwt4kEMtMtwKCtJ4czacjTaByAxB+45rq4n8kMI5E0Sck8Iou7Atw0KmE0TMWMG9UuWmkg1DEoUABH4kcHmRJooGifk1l5S0SDpvdKG1jabhmphvm3qFFoJzBbUstP72rtTbvz3ca9nUkm/sXU7+s0CZBEZ3jgj2aE2mV89kPZQWYH9fBWFygCwNkQK30obH1VBB3GhCuxkNbblGufeFa+UCrnQaI2M6K9JGFJONiFf3/sArmfRt4ihx9Kl2JFrNDzF3RUBSMI7JKTc4lhNfMI3mWK/szzE9ZIiDV+aniBlBnNdUJJYz/BYTXGUznFhSvzg4jmwhKIaKPiXqt+2rC+1d60PSRLOUeI2GPhH2AWBeA/Q65EmBqoXROiwEiPeonMSc0vMo5ApEzoUgNDU3WyN++0Ovji5j3fXV8gh0cvSQusewoznuogV+C+rCK5PkMlhz5z5xPBweHOhY/hwSIVbejDlyngZpWxVqjCrCzSdf6O7BNZyIOkjb5exHgg8asOBjYPqLI+VMkRCBPVKIFKEzw2gURCNS2HReFogmIXxwnQAcHBImKO1ihpWXSF9PNAVhaTHuFfvoAci42mUdzG75+Ncz+SQVqzDnXoPFy2F9NLek4zCws4NDj6jxUGBZFGm5+B+hyYZmQ6rjX1gbSSWOsOXt+7HyvW/PPwahA842soaLD1xXjCHadriVn5KUq7EoHU5OicJyPJ+Rx/MdjFJW9Qmxde2P0RtU9z7f6l7s1jLrvNM7NtrrT2e+c63ZlaRVRxEUiZFiXJbsmw5bht20k7a3U4CuDsOOoCRAB0/9FMeggQIEiAPARIgiJMOnADpxHYMu9ttd6y2LVkDLdoixYikSBZZrIG3qm7d+Z5pj2vYefjXWueU1LEpIEAp+4VVxVv3nDp3r/3///d/Q0lrHxa0yFWMnWLk3fIdAluaCPtlDz+6egsGAdbCOT4sNgAAkybx8+p2NvXz+ESlfsXgsD/fYdg/mZnkIXqek5o5Pm1uYnQYGbR1RI3z4TGu12dwJLuYyQTPdHcxCOmzyVVEJuEtw3HdQalD7OQrYNYIO+YKkSXJV22A+8VgsYu0QcLO06ixtqbDqETCJXbnAwxsyJU7yCIgETgAH8Z8UmaoLXqLNsDejATmzgupNcz7FDlKnbvcAfOkBuv457i4jl/rhN8ECi1AJ+dGSAgtefIqxVFXIZogRJI2vm0WovFsJXe51Q6zoFHbWrE3197uBSDjtNhmzEjJcVJ3PIr8ca5Hcki/Nr6GT/R2gR4wUSleP76Atg3Qjyt/w5mWodEMla2SpU1Nc1Q3AFiLc29ivVsOLMOowUAUeHVyBZMmIVqfIGvGYVz6B4JBgAvpCQB4CVyhI+/tU7UC352dgWAG45oOz81iHWsRVfSjhlzdZyrGapz7G9HJufZKutmckLrQFIl4rxx5YkU/qnx+pwMS+mGF4zIjtNXYZC8LPgELyiHlsir/ZxSSTI73suV4IpzY1weuhRN8NzrAG8UlPJ9+hPfybb/zZLwFoD0yO2kSDKIKnZA8hxtDmlB32ERg0AlrTxIBqGKwoMVqnGM3HyAWCsOkpHmdK88AWk/nKFTod6iqpb1qrqn9c1I2cronLyAAngy/rPFcFmWH4cLLaBGV6NrgwM+SWCJkuQAnt091MjmH3i4rX5pagAuzIOJ7gkPgTcwCRrGIDpRaCNXpeyrV+pk4jImo/3GvR3JId+bU6jo7j6eG+/h07xbuNSv4s4OrtDC37BPBDFTLsV/1sJnMbCwER66oHZUtx1im9uahCIk/2vuEn4+GCcHyw7gktBahRTTJ3PpUdbAdjqHB8L7cotWLjZBwh6MfLbyYch1DGo5hWKIjasxU7CsTQHKuWnMUKsL5ztgfmrmOiX1iQ5Wk4egJMrrer3sQAB5UA6xEOXaCEQX42hvc+TK5quo4vBwtRiLHE/EehqxCZYGiIa9wYufomZW25SbGmegUnaCxnsEcIWsXZA5ukVPNsZf3cKF/Soh3Okc/qjxzKgha3+q6UGXVcqzHc5w29mGjKAvGxRPGgub4QoXIhPQrpUFU4tTm7nTiBtow5NVCIC3sPnURzKs9supF17Y6ueDeZQsWJRnihB5uDhBqW7akKbXkBFtJXQvtROPLnsBaBxBiqfKyFrKh4aM1ATijVU3TuDAqsnaRFgE2msE4XnIVenvQj3M9kkO6nU2Rqwgd0WAYlhBM41uzyxCBxjPDB9iIZtgOx7hdr+O144sAKBPTkRyARWBTl9XYq/pEwVLCVyQlI//U304L7Fc93+b2wwqqZVgXMy/p2hITIAPeyc/CBAFuztewGudIucRRTfH0V7JDdHmFt2fnkFvrkJXo4X1XGGgcND30o4pUPSai3W40w25NqWU+CbsmT91xkyET9FD4zOA2sAq8cXTeV2cHsjlE1x3WqrVxfbAoeBtilZXIW4FOoCBbhi1eYGZCcDEG1318o7jq0+QaQ3zlk6qDygoJHGNm2hBafVR1MIxLDKLSHjDud9cu3uJcNsb7k42HojBy+/k79Yvz6m0Mx3ZKoNxMxRhElbdWXXbdA8jD1tHoSEi9oOK5Q8uYQ2stkLOk9eRLvGAAYOx77VNsmxwTmqwUB4+lt2JpbeqbeyAAeMiIW4Sa0F2+0JI6HrFLaHN2LhBLDwEryfu41yM5pI3hGEUFGiNwUHf90j8TEiHTuFcMkYktbCcTPDe6jwvxCd6YXcCkSbAay+/bMSnbEv6rXkc1qQ80irnCapwjVxHOpBPkJibXeU0hv0NeYNykmFvUVTsSfUiVW7cMp4rWRythjtv5Ks6kE29W7TjAcxXjqf6e57c6E2mGhWWHahm4YcgV0QjnkkgC62KKP5w863eCAO0a+2FlYyokeRNZOdmdag2rfI51MUWPVbijRljnM1xvNhEGygctV22Ir06fxECUKHXkD5tpF6ll7qFQKQGpOTayGQ6KHp4d7nrKpeMWh4zsUqaSUPZaUaV1nUJHNGAgSmfKpX+4ElJuPGKdiQYB6DOV1h0w5BqNcpS7h+dAwQxavvBDcq2usaygZUDJtbHAQggeR5Qr6v5u2wK9tEJRR8TJta4LASNmlBAGsmFeDxowxwWm7+siGen/L1wZ3Gsuxyw6hc9ytf841yM5pJUO0RiB47qzYAapiMJ77X5tNS7w1ulZ5DLCW+FZxELhl7Zew3vlGTyoBp7FsxFNcR2b36cA8fYfNmqhY2H+SZNgK53hSnJIbByToscr7Mohbpfr6Fje8JP9fRQmwoNqgO1kgsOqizcnZ5EJibV4jqlKETGNg6qH7YQOqgElZ28mM29YbdoAZ+IxduuhN8FWSyZhLudzGJF/7Yf1JlTL0A2tDlELr+Jf1nY6ksJGNMWl8MjP2pWJYBjDlfAQDZivqHfUKhmWGY7attodUeNeMbTVrINKCgxTmkf/5vo7+Fx2A//FvZ/DRjQlXu/SfUXtOs3UM5mgEzb0MLG4gut03KqHsmKEDYxmCAODuebIhEQ3qjGpEyImwB4+y8sFlrNZjOfoLlfcRRQFwO1H5FYry1YsWdKgUQJKMXSz2u9eJ3nqZ1tXiZezUbOsfiiXlNtYCW0r7cLOZdEu0+8DMObUMHiIZbX8vv6669HYp6D1B9QBDtvZlGY4TkbHpQ7RCWt0wgbTJqZZ8/hZJEzime4ulGGYqhT36xG20pkNBV54JLm9aSKkBYxarKdznMvGOBOPUbUCR4qiCV2W6JFFOCOmsFOueMuVjDfo2oRrFhivIe2IGsOoxH5NViksaHFcZ7iYHlMcBSdn/MrQQVyN5hBMYzub4osb1wEQm2oQVdhOJnipfxs/kt0BsGCkcItws6WDygND6WygG/56s42xzlC1IRLmACaDVVbjvzv4Sfy3+z+Fsc4QWxJEVzS4XwxwVHeRcAUWGHTDBsO08oFYV6IDyJbhH2x9HS+kd7AdTf6VXkoplxhGJTohudeXKrRMG9pxFiqy++7FCQ+Z9q1xYb++UdTytoAHaJxdyvKlLcPIgUZasyUja3JCcDvQZYpfEknMi9hXwKKiNLWqjFCXIYz9Pi63xlVhlwLuqmMcSy/wdpWzqRdBVLIRUJKjqUPIRqAsIjQN99GKwAJU+vjn5RFcTrtp2gDPDe7jQnqCtWiOjqgxsulmjeGoNC3I+1GNaROjUCFuF2u4Xw/xZG8fO8XI3zgvDndwpX+EXrhYtJcqRKVCjOvUBjQZ9EWFV46uwMVDaFCS2NePn8BcxmgMx7ODXYRM40E9wCAs8fnudeL7hhV40GI9mmGsMv/rxnB8VKzYfWOBI9lFxht8VNF+dZkm94nOLvphhTen53Gpe4KEKxxWXfzl4SX87u4LkK3wVd/P1y3Dg4IofbolEOj9ahsZo+yaM+IUM5OCBQYcLRoLY1Ytx0Sm2JmP8FLyEa7nmxQWFU2Jqmirei5jS1RoMIhLvLiyg7HO8Funn8Fv7H8Ofzx9FjOdoGtpjE4IkDDp10GZoH00sDASc9pOxzBzNEiAHk4RXyStN0r4DbAz0HbAk6uILGi9qZlzTzAmQKdT+QPgIg+BhVugy2AByCrUWJWNb4eDRSShkhyyEWgacs7Pi5hIFZr5trqsQv+g0Pbw1lXoEVtCfb//IeOMvMsy+uGfSTPRYC0m0atzX3dOfLnNiFGG4VL3hCRrnPiju/MB9lkPiVB4YeUuzmVjsi9pNe5VIzyWHmEzmuL9+SYKFWGG2LOWEi4xDEs8Fh/ifja0KWUc7063kQiJ1bjAYdVFpUPczNdxpXOI3WqIK8khXplfQ6M5FGe4lB57g+6+KHEzJzH1XEV4f7ZJVXg+wlPDPVzL9jHTic++6fIKb83PAViYsamW1hucGaync9yXI8ya+PtMwCKm8er4is8OlS3HSdTFjXITO/Uqnsvu4uvzJ9HlFYa8wCGrcKshGuW1wQH2NP3bHk/28V55BpmQ2J/2MAatl2JBrKlf2fwGfuvoZfxe/gIOS3KG+NWtr+K18jE8n+zgT6afoJ+b3du6h0/KGhSKCPHSMokYWnxh7X3cr0e4W46wlUz9TLpXDjFpUnTCBrFQSEKFRnHfRjoKoVR80TYGrW1RqXV1UYrODd8RQRiD9zhyB3aeJwtnQs1hVIAgXNiCEjhEK6nllDd3tW2AugyBgNBcY6yQPCBResDoe8NSIkW0+LXRxFyi+VZ4d4ePez2SQ+oOaK0FJCcfHnc1mjJbVuMcDK3XO4pA49nVB1AtUfJOlfVE0hGeSPdxr1nB6+MLAICtdIaTOvMHVBuGn9t6Gzww+GR8FxOd4avHV6HszRBxytY8k02wV/Z8stjF9Bjfzc/gsOpiK53hTDz2UROVCFGYCE929/DW9Kxl5VC8Rcg1ns52cSD7yHhNXGCm8Ob0vEezlUz9wygV0gMssuV4ariPN4/PIG8i77gnGUeth7gzXUEsFAoZYvvcBF1egwcGW2KMdT7FBp9jk0ucGI5bzTp6okapQ7xZXsRTvT1cjg7wTnEWhQqxmc3wZG8fY5Xh/ckG/sGZr+O/v/+TyASBTZvZDI3muCimOIiO8M9OX8TPDN/CH4+fhWkDdEVtjcOn+PbkIgpF4ItDow3II+ml7i3cLV/ErfkaydxsFMh6Osdh2SWHh1AiCFrUUiASGo2CPVQLm0zODLQFlJyOlHPjK2rTcu+tu+yZBMArWoy1bRERzbduPeIsO7UOHpozASz4wQILHybNvMYUQUvmZvY1iXwv4NLHGVukyv2gyC7wqIzIBKWUDS1XdKwy3CtoPbFqLT7I0Y7cD+YyxjAqsRlP4aL+bsw2cC4b46jpeD3ple4RPipWsFsMcLl3jKO6g0YLfGr1Fr588hRirrC1NsFOvYJpTSnUUnMM4hKxJcY7OuLdauSzXgQz3s2QBQRY9XgFZTIcNOQmkcsIl3vHuF8M8OxwFxNNsrpT2UHGGxw0PXTsgWEWQJmpBKrluNA5xVQmeFD2MVMxHu8ckkSKE/M24hrdqMbZbOKdEqcqxp8dXsWvXfhTfDYZ480mxZCVyJjCvkVO/7XOu/jxznX0AolDk+G/ufs3cTXZw1HTxe58gIhrXAe1qr987i/wtemTdjXDl5zuOXZ1hu/kF7EezfAHJz+Cl/q3caPc9OSP2+U6NuIZUi5xZ7YCFkhrY8PwUbmG8+EJLmYneG+6RVGJdgfeaO7nbc4MenENpRkaxREJjXrJAxcAqsa62gtraqYZAPJAWnjdLg6ZixhcjnUQofL2nk7Jwhixldo2eCg71fF12xZQ0ubCOKR2KcLR7WdhZ1lH6m8tMr3spu+cEH+QVLVHoye1zgYJk9AtQ60XHq61pl0nydXoidO1Kd+OGAAQM4YFfUyaFDerNXx26zZky3EmncC0AW7N13C5e4S/NXoDq6zAmpjhn+19Er+x92NotPDoYyds0GiBQ93FKC6o+oJSyEVg0BclLqQnfp+67MQ3lkSdOyy7qJTA3Zy8gTfDKWY6wVzHGIkC9+oRtYCixsRQJKP7t5mWGFVOdH45O8JP99/GKwdXIA3DRjbz9Ei3J851BB6QzegbxSU8EX4blQlRIcTYGMxMikviGADRCF8pr+FT2S1c6+/jdr2OX9n4BviGwbHu4r3qLB6P9/HlydOImMLT/Qf4MF8nLyi7e/6Ng8/jXHqK/3t8HrUSGIaFt/qcqBSlDvEfb34N/3T6Am6M16ENQ80F+Rw1HUxNiueyu7hfDtHYqMRGk5omtVW7DoSnDSrN0ajvQeutIZkxjPjQS8DN8i5TSY4oVtYQzGaNOh9cZrwu1LvaR8pTAaPYGV2zh+IjgoC+zpjAI+0O3HLvzVENhdCA3e0ueyIBDztD/CDV9JEAR84F3iGV9/KhVwXMVUxeM/YgNVpg2pC2c9lnCABySaTylzZ3SI3CFDLWYCenSrka5vjPP/w38Gs3fglv5efxxY3rGEUFShWiG9XgzFhUklBb53vkiOXr0QyjsPi+w2laholKcdqk2MlHnghQqRCXe8fYl33wgNQvB7JHju6cgom1ffi4gN7TKsW9YohKC/wnF/4Qf3f4GlZZiU+u3vNV9CF01wrj3VW3Al8urkKC40R3cay73nolDAyGNqrx1fwJHNQ93C7WMGQV3qlpNv6J7rv4p0cvkNyM19iIplCG4bjqYGIZRCxo8e3TC5jWCWot8P5sE0+mD/D68QUMRIlcRRibFJ/u3MSZ7gSp3XefVuR19JWTJ3GvWcGvbH7jIQVIZN033Hw7bWL0o5pa5kiSl67dm4a2WrrLkRyW+bOcm4dS14Kg9WbXUSwhhEEUK4hQI44lUpvPkiTSBhgTACSE8dktgJtBF7tO93qu6hpt82bse9OKA+0i4W3ZpRD23/SDXI+kknIYnDQdrEczHCriuDr5WGNZJi66sNEc5ztjpLzxB3vAS/ytM2/ij/Y+YVcvBDqF0Hj18AqysMGVwREuxkf4zHqMN07O443DcyhXQkyaBKkgQkTEF2ijs1wJmcZGPHsIuXRzqEMij2QXt+ZraDRHISMKlAU9XR9LjzAQBWoTevuVjXhGqnxNB5y7tLc2QCKUnwH/h/2fxM+vvIlL4RF+eeWbGIgS78220Bgy+Zaa+3Qy9yQfiRxXoz180GzhRrnp7U2eiPYRAkgCjZ16BRwGg7Ak25RA4+X0FsYmQRKQ/rYJBZJwThYvXCFJZxg3Ka72D0gbKyMyhlMCuYzwx0dP4x899i8x0ylYv8UfTZ/D/XKI46qDnn3wbaUznDQZXhx8REZtbYgr3SPcmG148M393FeTHKmIMK5S9OIaszr2O/TGuissRwa6QCfXOpqledBVVbeTXCbmax0gDJ1YvEUcS/9r1xS7ttTpVJezU93+1B08VQuIWHl6YeAqp3uo2tY3iSWqOgRgK/APO3BUmsi3TOvRDPfE0LefpAJhXno2TCmo1jnTU5o37eReXruN3Wro/XRyTZV1O5vis4Ob+PPJE/jVjT9DGGh88/AyduYjbKYz7OYD9OMFH3cQVUSct0wahvah1npZpTPXCd6dbtMOUEaQxqVjG2xmM/xU77v4ndNPIwz0Q/mlzmo0tBYujpkEwJPOBTP47YOXkHCJX1x7HVeTPRQ6Qq5jP8cDxB92ogPZcvyLyfN4UA3w+dEH+M78Ap7p3EfeRni73sCH1SZ+ZvA2jnUXq3yOP5k8g6/kV/FyessGGjMi1PPam2m76tmPKmyEM8x1jMf7R/hwuuYPVaVD3GnWsS6muFmsoyNqTGWCSgmsJiQ42C0GMAjw6sll/O3NN6Bbhpe7N/H68QVCf79noa/MwpAmCyVqKVBL4Z0AnROftPRAmkmdAz3zoU5euO0VKnRYQ65hTOjXL3G0JMJmLQRX0DbbFFiEMTGusZxRYzRH21KWjVvBOI0rAU7aEyyahvx7YdPhAPj59eNej+SQRkyRgZYisvon+ru4Ptv0jCPXDgyiCtvxxJt+AbDJYUTB2ylXcCk9xlzH+MvDS7jUP/Yzzo1yEx1R49cPfgITmWAjm2EjnqM2Ai+u7uCw6WLcZH7ec16zPlfF7VFbBmmETTRLcGO+gdLFP1jDq07U4Cc2PsDV5AG+WTxB/6/l6PDaf984IGuRUVjgvdkW1uIctfXAOanId2d3PsBGNsNmNsOQF/jG7Br26x4aI7BX9qCs1tW5IAzi0ocOq5bhqyfXsDMbYa/s4Z30LO4VQ8yaGHcKCg/+ext/jlFY4Ga1gevlNnIVkxIlMN5h0NmGOmrfiphDthzPdO97qdogLlHpEF87uYp/d/Mvcdqk2K96KFWIAMDOdITHh0doDPeSvEPVQyeqF57JVpurnLDbkL63GzberEubJb9cR7nTDEkkUdYRrUyY8ZYnSnEbS7Fohd0sqzVDXsceqRVLtqBuB9vavxPHtg1OG9+xVNYY2zGQAOIWB6yF0QxsyVjAuUYIm2quNfOrJDq8/z8AjkwbYK/uoy8qT48jp/mF8RZANitPd8m/50h2sRFN7dOf40D2yX3NRsrrNsB7x1t4aXMHO/nIh+UeVl08N7jv3d1Vy7wJ91P9PTyV7uLVKUUvuud4zCSktTNxfj61ifAXR49BtQyFDBFzjUQofH7jQ9zM1/Gne0/iencLF9ITT4FjQeszTSc2LJmAIjoIz43uI9cxSh1iIyYqoQNkbtRbuDlfQ8Q1zqenD1ECGyNwPydp3leOnsS0TsjuRUZWZMDx2v4FbzR9e7oCHrT4TfYyai1QqAjPD++hMQIhtOUpMyRMoitqYn3ZOfit/DweTw8w5AV+dPUWrs8pd2Y1zlFrgd86+DQ+v3oDXzl6EjGnStfa13x6tE/+UVUXf3zwNP7emVcx5IVfvQyiipwGZQxj74tlSuS8iv3uUxlm23x4ip6rmt8bL+HaVedSv8xiAoA0lmDM2IP+veHF1hFiKcMUgD9si72sFQ/whSfvcjixQ3Nd0FRdheA2kMr5/37c65EcUmZ3aWSCTE/Sa919vD05QwfJLGw3AapKa+HcE8xnOsVuNURqq5RqORKhkAjyGrrcPcJqmOPNyVlc61FkRYYGXV6jZCFOQPS/g7qHj4pP4F9fexOvzR/DQJTgIAuXkCnUJvSgxm5FK6JaCYTM4BfOfgey5fjS3jOorTRrLZ5jrokoP5EptuOJn6NDpjG2VizOavOBHBBZQ3Mvf8t1BCMCPJvcxQe9LXLos+1uYSJwGHJLUIIYT+ncv36tBcK4xoNZH8beOIkgcXqtKKrxs8Nb+PnuO/iT4qq3EhWcslMzO6OvRAuwrDYCA15gplMMeIkrnUPcK0cwCDy1T7YclzrHeH+yCWkBlBZEpp9K8kk+rUjEMNYZfnzlA/zzB8/jpMq8pQpaAsVSIX1VlYqjtbvJkGs09r6QSw6ArnI6NtDDhy3wXxuHCsL+v0ZxSBl54CeJyKmithXZzaeOseTIDQ4IAhZu+sYEPo3N+f0uV0nHQhKhXuLutt9Hd/wrz8vH/sr/D6+Fn1HgTZgZWjw72IVpA/SjCplo8MzgAWpDZl9dTiqQ3MTWKIs8YHMdo9YC04qqyVo8x0Y0w0AU+PzqDayGRJzIePMQPc+ZiTWa4/cPP4kv9K97kj4hvdZpsGW4WazjxmQduYzw3Ooufun86/iDB8/h/3rwCVSKYhSeHe3ilrW4pINkfAL3qaQ0uL2yh+O649cxh2XX0hVbzGWM9yabeFD0cTk9xGvlZfR4haO6i7mKcCU5oPcDhplKwG2LJgKDa4N9nMvGNGdxhRgAvesAACAASURBVPP9U6xlBfpRjYhpX91SLqERYF+nC4WNDmFahh6vkLHGO1q4TqA0EW5WG6ha+jzORqdYiXKsRXNsxxNsxxN8kG/h3xp9G52wRsjI5FqbBZWxJ2p0whqvTJ6ABsO6mOLfOfst/J1zb6AX1b67iLnypHcWUNy9tHpSH/pkFhESLi17kU1qfCXzhHmxILQoS8lr2wBxTK1rGhGJwlXn0LbGHi22htdB0NoK3D7EvWWstfvRRWV3ErU4UkizGknagHODsoigdeDb9I97PZJKqlqOaZN4fyDVcpw0VN1W4sIaIBscNV3cnK/hXDbGWZuUzdFip14BC1o/9+2VPXxy/T5yRZXmbjVCX1TWp4c4wM/172MU5nh3fobI+8IS8gXZiPwf+5/Bv7/1Cr48fRoD4fJcON6fb2Jcp3h6tIcOr/HqwWN465gcGzgziLjGp1Z3lsCcEHO1cBmMA4WjuotuVtM6pTUerQWWvXW5//0b0wswLcPnRx/gJlv3D4/rk01kosFJ1fEJ2o2hIKqYE4PnuOrgpOogCxv/wJs2CfpcoyNqvDG9gN/ffR6b2Qy3xquIuMa14QEmKsVEpUszLn/IUT8JFHbqFZufqrBf93EuOfXMr/95//P4j85+Bf/1nZ8FANSaog0bxjGRCRJbdd/Jz+KLA6I2Xo738fe3qZX/x3c/B6WZr85u9nRiiVpxwFZP2jsuApAAeDE2sEhlc51YLYXNdqEVDGMGZREjSRsozfwDgEfGjwgALPNpYU/jIhzdWkVaIoR77TDUXvDtnOoZW+SddrsVvZ4kssbHvR5JJXXeuMzOPW4W7AhSnfTCCoJp1FogExL3iiFV1JZjp155COl1N9RL/dv4h9t/Cha0OG0y3C1HeO90Ezxo8fLwNgUR1yMcVrZ6LRl6uaSx/3X/b+BnBm+h0BHmOvYWov/h+T/DUd3BNw8eAwtarKQFEiGhDfPOeboNMGmIzH53PsKDcoBvTy7ga4dPYBiVOGx61FraG//9yYbn7c4b6ga0YShkhLmM0Q8rXI32cGe2gvv5ADOToFIh7k5HXiBdy8VooA3DpE69woQFrfe6XYkLn2LeFzWeX7mPxzuH3oP4fjHw87JsKdrRzaln4jHZyzQDjGUGFrT4MF/HTMU4lh2MRIGdklZN/+ODL+DaYJ9ueHtAIq793lsajpMmw7Hu4lJ4hBAaHZtn83Nb3wUAFDLCtKYwqKKOHnKkcCsWgGZMbg+AIzTQ19CBKUuyd6maEELoh2IHleLo9wp60GsCm4qCxhRlOxviDy9elwUt5dJYumAcKc8NTmLpwSkphVfnuHWQW+E4jnEcq4cSxv+665Ec0pmi1jQMDI7qLqG3CLwQmActuqLxh2cQVdipV3C7XPdGX4dND/fLIfbrPkSg8W5xBjflBn555VVczE6I95vmeL53F5Uhnu0HUzICW7U3b72UMFbpEHMZ4x/v/TiupnvYKVdwpXOIlajAf/Xhz+L+fAAetGS+ZYkI3ajGy6PbAID1aI5nR7t4YeUuBtZuZRBWC+DD7lj9HOcqjfUJcoRyAoBi3CuG+N+PPkt5pkLioOmTMZhVgQQAujFVVQAYxCUmdeIrvEvsdqutvqhx0mQQTCNjDabWofCTq/fAghY7+Qj7dR8PqgF2yhXsVX2vMKJM1txX0PPpKQCa3Y9lByHT1k6mwWd6txBzhU7YYC2dAwASrvzqRgQGXzl5Ek3LUbUhmpbjo2YNr08uQgQGiZBYSQtkosF2fwrGqLqlceMNswFqLRt7IAD4GdWBN52sRhxKC9SEvnVNIssrtiMAZwZZUqPfK7zLoXsINkpYl0HjUWiA5lEWtN6TqW4EBDeIQkX5NcLNxca/N2fA5kCuNP4hz4I5rjvIRIML6QlqI1Ba31YAGETa2z3KlvJAD+su7TE5aTvjQKEr6Ansovp26yF+e+8lfDAkVPTJ3j4uxMfQYLhXj9ATlEeynsyhWuZbyP2ii1KFSK01iNQcv7f/AmolcFJnmNSL+S/kGiHXmDQJ/v75V3G7XsepyjBVCWKmcDk9RKFjPD+8h91qiPVo5k20AfgdacQ0tjpTHFcdDMPG84gB61oRF9hK6e9O6hTr6Rw75Qo4M6ikQMiNfxLHocLntm5iIErcnQ0f+pzd/jUTEkfNIsVLthy5iiE1jRm1Fkg45bT2wwqf6d/yovIvHz2JK90j7NUDPJ7t44NiC7mOsRIVOGmosl5IT/CgHqAnKvyLo+fwD89/Gf/T7uchmMGkovm3H1YevU24xD85/Cwey45xM19HYX2S3E0/a2h/zIIWa1mBvVkPpg0QCYVahsRCCh92DlwWU0sZQjIO3TjCw2If6oTk7vMTQqOsI1/1xtMMvW5pnR40JChF3FVV9xCQmnv01hjSwTqkmbEWUjLUdWhRZ2KxRZFe/JzVD3klXbx46xf8T/QOsZ7MbbSCXlhYqtgH+caMUNHCRHY2IvqZbDm1j4bhlcMr+OzKLTyX3fVZKOvRDLfzVQyj8iEHh/v5AKdVilKGmNQJ5nWMaRMjlxGu9I8QWSNuFrToRjXleRiGXzxLi/k4IAvPxgiMwgJznaC2uaQX02PvcVtr4UN7j2uiyj3WOUZos25iTjkqLmhX2Vn7hR5pZA/LLg5LepgkIRHUVzqFf+p/+d5VfPP4MqG9yRxrCYnbjbXdPCy76FktZ8wUbsw20BE1trozHJaU0m0sV5cFBn989LRvQ//u5us4aTo4kR2sixkpl8wijc60lGZ+NiHP4bPpGL97/Cn82rk/QaEiaOs0SOIF50/FsV/08crhFRxVHSjbanfDmgj4THvAa9rEiAQ9HJ2czJER3DzoVx/2AGRJY3m91P7WtfDrEwCWpE/+vAHooDoQqpPVqJoQtRQoKtJ9asMQCQ1h7Vk4M4hDiV5WI4sbMNaiqkJP/XPzaWL3rUGwQIXde/lBHOwfSSWtlUA/rHDY9Ci6XYc4aTq+9QTg20DnwZPxxkvaurxGZUIPdLggXecaf9D0sS5mOJB96Jbh3ekWChVZHqzGINK4OVn178e1pILToRxEJY7qDgzo+wVBi0JGOJtN8MW163gvP4Mz8Rh1K3ymS6Ejjx4XbYSYKQxEibHMPIPHGXhVmtBT1wLWLUNo21T3+QxEiSfiPbCAMlqFtTPdma14NLQTNX43CQDPre7i1mzV7pxDK+iOMIgqHNcZTqoODsuun4tzGfnXizlFRVQ6xKRJ8frsMXyqdxtVG+InR+/hw2oTXx0/ic8NP8Ab84uE/FY960bRwUqYoy8q9HiFXMf4Xw4+R58Hp9VQqUKYyD4IOK2O7ucDvx5ygU+5jB9KYg+CFpoZVDaEGFjsMhlbcJpNG6CqQ8SxRF5GQBtYv154dhIdFitlsz/3ZdPstqU81KKKEIYanCu/K60lrWccUSLki58XZwZx3D40GwNAI0k76uxIASLZC27Q/AAz6SM5pM5u07VgDC2kfSo7iVMnatALK9yaExXtsOlhPZpBWhWFBsNAlOjyCl0dI1zR+PbxBXBm8NbpWXxUrGAtzjGVCTJBeaXjOoVhlNHiqhawmAfde5s0qXcGMG2Arc4UzwweeERZMNrX3s7XfJueqxhPdx/g3fk2+mFFMjsmsDMfUTspJD6zegcTlSJXMQaitCsm4Y3MbswIqIq4xlvTs9ith/ji4F0fz2hasgsNmfE+SdowbzB+c7qGa4N9fKJzHzv1Kk5kBzv5yPOVN7IZbo9XkYa0o67szteFQjnCe8wVvnu6DcFIFwsAjyf7GIgCXzl9Ej86uImqDXFUd20Lr3Fzvo5RXPiHLEOLXz33Vfz6vS9QVKQWCJlGxBfqn0FE5tkh19YfGehYZw3VktA/BtmBSsPQi2tMqwS17V550KKoIt/OOidBF/1Ala31OTBudcJtMHELWrlIxRFZNYxprUWKQ92leIj/6wKi0kj6sKksbqA0pwQ3Bp/BmiU1lOboZBXSUFJsiBI+6e3jXo/M4yi12ZtuT+hQSYcKnjYp3htvoVbUVknDvboDoFSyg6aH+/UIIVPYiif40fVbtA+zwUnLFqDAAml0wULuckhhyMi710HunBk8NdrDtCE64EnTwYNmiJe6t7FTr3j/4JRLXMqInghQfsxRTW1kyGn+fHKw7zsBxw8+F51iI5xhIEpsR9QuCmbAQP5M0nDsyoWuNWTEcgqtMsaBEGeyCQoVEaHBfu12NMZ6RD7FUnOUKsTOdIRYKEjDsFuSnvSx/jFqzfH51RvYTia4mJ3gpzfeRTeq8fbpGWJq2fCn8+EJfmz4IR7IIY5kD5eyY+zmA89rdsblbmT5Pw8/jV87/ycQzKAX1siXHB0NAiRi4fzI7YMCoO6JoX0IgXchT5EgEMpYNY2rVD7TRTjFzIJl9LBpWYtObKmlFjxyrXIQtChrEky42XXhAgjPJIpChbyOUDYhJnmK8ZwyX5pGeCdCZoEnwTVWUsre7VoXiiySD91/f/15eQQXCwyOrSmyYMbftKUmlcph2fUyNNWSprEjanzn5By+fXIB3z65gDvzFdzJV3Fzvoa9eoDahBiIEi+u7iAVklwO7Oy0EBiTr06jSZGyfGnD0I8r5JKg+9UkRy+scWdGMROktGE4qrv48+kT+HC2TsigvdEcIX8Ylp6XCgBP9fewlZDPLBmHUbfArTwu47UnEAC0DlpeO+zUK56Q71hazjnetYUi0LjaP0BiA6Qc/zZjDQZR5R0oOlGDFvABViNrGfPS+g4AYM1GPwLAhQ4huH8xvgwOg8aSGaJA4bH4EKYNcL8akvWJDaZiaC0IxPyD5TePXsbl7hESITGpU3+I3b/PpYD3owqNphHAgNZzCywXHlTqRTUioRHbbsAdQidncwR8R0YACFxzh6JtA0jbNkeCDngcSl9V3feILJnfkRaCAJ7UIO1MbFp6KDh+MR1i7Ss2PeiJa61ajlFSYCObIQ0liiL+2OflkbS7hYoWVC+rG3XRDyLQ3ucGIMj+TGdClD07g0ir6F+Nc0yaBPerIW7nq8iExJ3pCp4a7aM23LeiAFXRuYxxVHR85fSugjYy3rW/zm/WxctP6hSxUB5EmtsMlWFcegZTzCTCIEIdGBQq9NI3d7mbtsOJYVNoSgbnaK0PErkRTprEfxYxVxhLch90lqAXuqfYzQckytbU6pbWqHsuY7C09YAZQNmnrtXibYDNjBwmjqsOtrMpTvMM74y38f5kE7UWWElymJZClQZRiWmT4MsnT+GnV98hN8JAQoPharqHw6aHfliRoZkh1Jb40dw7bJQ6RIc32IhnKFRENEFRe9O2QkU+zsL5PrkK6vJPTRD4n7k0HGtZjqOig1rSz3fZ57aqQiSJRF0LpIkEE7RLd/cT5wbzIkEnXcgUjWHIIonTWYYkdtU8WCJH2AQ2+/VuJl7r5tjq0AP4o+kIp7MMTSM8XzcSGlvdGXG4xWLlsjfuI4x+yAOb2jZAxz5dGsOxmdIT3SGbYmnPZ1qaIcNAU+yAdalfTXLfPjlSvpIcK2mBmXJA0uLgFyrCUWFn4IBCn1xLO0xKbKcTfDDZwKfXPsKrB4/5rzNt4N0iVuN8MXMFra3OApsxJXQ7QbhpGQbhHCxofZU0CNDlldekDniBe80KvnpAqhnnW+tmYWkYTkpacfyNwQ0cND3vW7ueznFUdfx8/qDs4+WV29gNB6ReYTV2Ja1jYqZQSjI6q5Qg8Kal3FDHipKae0DEdTAuQnIlLjCVCd4pzuJKcoAerxAGCq/NH/OfRS4jQqhtVmnEtQe7OkzhqOng76y/jjv5jyKXEYZRgRd6D9DlFSbyim95na0KC8xD+TciMDDMakubGHNr1OYftEtUvTSlTqSbKfswJt+kZa9ezmnvGYB4u3kZo1EcSSytJE6iashqNAwXpmHOqNu9njQMu/OBNfNe+CsFAaHGteL46HSEi6NTCHv/ukv8AIyjR5b07Xi7VzqHeDG7jd8/fsHmqlSYqdiju7mK0UkaVIZc3A8VzXod0fgckUYTzO+yYBpNB10ZRsHCXCOC9j9Uaedg0waAYZg1MUTQRSdscDsn1JczQ2yUNkDIDGAYJg3R2yq7fog4icFHVhub8QZHTRddC35ciI8x5AVZm7QhwkAjCpQPcXpzctb/O6VOfUunDPPpcQDxh13QsDtYLpYCoAfGzWIdj3cOcX22iec7Ie7XI+zkIwyiCme6EyRc4aTOEHGFJKC2dC2mB0nTBn415Q6MS/VuDEc/rPDa0UWE6xpn41O8X2z56t0Y4VUtzkGiaiiy0QVZHZZd/O7hi7jW28fb4zN4LDtGl1fgaPFUbw+3i1WfD+MYVMuVh9pf8pFqLWLsTMuEbUEDAMu3fWNjF6tmOYd0cVBDrulwBpaeyVrUjYBSxAnm3CAMlZ8v3fcQfNGqz6uY+MWG+aq+nAQQ2J/N7ZMVdJMa/ahGLIjwUJbfn7jw/3Y9GnTXSrncAY0CjceyI3zr9BK522uOiGtsJjNUOsTT3V3crVYQMo31dO5XNRSAyzGuUqylcz+fASRKdk9AERh8OF4Ilj10bj9QcraneakKqJqFlrzQ5Qo/tnYTM53gvekWWEDOfnNJFZwHJDivTIiBKDBpCE2+nB4BAEUqwupPLVuqasn79dnBLibNFZ/dOYjKhz6niGv0RI2dZtUHFgOAtL660nD/d0od4rDp4Vw2xtvFOXR5jXPZGKWO0A1rhAGlhndEQ5GH9r3QfpKClGe2inbCBsrQ+sYdlnPdMW4VazhsemTGZoEtgNpTQm41pjWlnIc2fHhSE1hWqAi1EbjaP8C3Ty/gp9bfQ9UKbIRTvNmQlYsBpbXT3E7jiXtolEujy9yujiKhoa2pmNLMy9JY0EJjIWlz1c2pYJggd4s4UhBLTvlOBB4EgJIcodB+TeNmTXdA3bQccXrNOCSNaxAAbUBVXnCNze7cv4/dad9K6TiS9IeccZRr+pAPmx6+1DyHnx5+F9vh2M+AEdf4RJ+g/5mK8dr4EiJmQ4k0VZRShVhNclQyxFo694CQO4h9XmFcpzipOsj5AjhYfsppe8icmiRY2tm5H0bClZXKzfDpUYVvnV7yKOTABj+xwIAHhpwBhUShQtytViCYxl82j2HapDAg1g1lvtB7udA5xeXesX1fBimXyFjjtaNOMO5mNBc2DJA5WyYktpMJbsw2AGjf/jtXRRaQefdUpYiZRG0E1qI5pBkgYhqjsCDTsDbAIC4hrXQslxGBb0JiXKeeHD+KC0pjCwL0oxySEXMJNv3Ntb2dsMakSX3168cVKi2wV/XxudGHOKq7OJI98MDgoOnj+eE9vHZyEZvpDIcVdSKOnfS9/sNB0CK0rXskFCopcKY/xcG8S9iGCWCCBbJLRAdiBdV2XvRCcAuoEeeWnALjaPGzr61pmQOT3D2kDYOBzaWxvyfi/SKiQnCNYVrhqOjgXG+M0zrDp7bv4rju4Nbxqp9zP871SA5pyiV0G2CuIoSBgW5JvpRwMql21ioAyZzu5kOsxAWZk7Wc/G0ZrVK2s6lduSzSpCsVevJ+P65wkHf9B+q0ji3gd2Eh12SVKRpsJjMMQ8ftFZipBKcyw3Y4xrqYYWNjit978CO42D0hRg+XmKgMsuXWopO0kAd11zoXMl+hAKq+UbBAX3Ob0G1sd6AM98wc1xYPRIGM1z7dPLT2owAd5EvdYxxURAy5mB57m1FH9JAtQ245to4FpVpGrvRRjXlD5m/DpPSxFx3eoCNqvHl6FpEl7B/XHXRFjW70sIuFV/xwhX5U+d/v5X3agWqBQVQiYhrfOH0c/+jsl/Bf7vw8WGDwwvAuurzCT6y/jy/tPYNnR7u4M1/1rg2CGU8TBWDpmQt+bTdscKYzwcG86w8lsOxFBP/nLvHMGO5VKi592+taQQqcRSDTor11Ym9jAsThInXeVWk3poShwsubdzBTCepU4P2TdXBG24tcRpCSe4Dq41yPxuNIL1oXFrTYUwN8+ehJDCJyahhLMrbWFjSK7CFSLfc3UcQ1DssupjLBi6Md7FZDlJp51DfXEXIZY2pJ5wubqcVB1UvtMP1XYxgWGIgSBw0ZpNFqKMJOvYqr6R44DH5h6zv4y+llDELKeokDhboVeK/Y8nGJ7hAte9i6edgZiX13egaXu0cwbYBSR1CG+8wZDoOESYwEoa2fTInIP9cJCtuJSENSuq1kio5oaIWlUsxUgkFYIuMNbs7XMLD5ou7wUGRG6Stzalconx/dQBhonKoOYibB0eI/OHcLM5Pga+NrFNnRpOiFJCCQLfcihdUk9/9m1047fSu9JsdcUtfxO6efxnoyx0zFuD7fwqcGdxAGGl/ceB/vzrfRDckvyXdHtstx7bU03B8qZR+Ug7TCrI4sp5a+bjmHdMHtXahl3JrFbxPsfSKsOFsIuwT6Hgqf4wgL95C3O3ZtArywcR9nLEVyI5rhVGbobDR4+3gbb+6eRRgqAq5+gCyYR3JI3U0LUDvzjdMnKF1MLSD4uSK7k+VIw0ZzNCB9KECz02qc42x0ijUxx0wnOJA97OREAHiIsIAFqut+71rdWgtkYYNKh36+NC1DriNLvFi0oAmTqHSI7Zg0kV1eYa4T63KwmNOcCz4AD1i5p79rj+hw0mvtzEe40D0lkzZW+CzSMNCYmAh5G6E2IbqcDggLWhzUPazYCMmZinFaZT74tzECh03PPtgMJrYaxVzZhx9FcCRc4kR2MJcxHjRD1Iaojs7j6HJ8gIzV+KnRu/ig2sJh08Mnuzu4UW5iIEqcjU9txU7wjcPHYYStgAHxbysVIrHKIXeNZYYXe3fwz/efR8Ilvn78BD67cgsDUdhVzEK9s/wzW76kJkaS1CSmPy1o9nXuDIvQ4EUmi3NajEMi1ZMBNz2wU0swaBTJ29x8qr+nLXWAI2cLfakD/0Ju8N2TLcz6Ma51931+zndOz2FexV6Bo5fm449zPRIyQ2l5pQCBBTT3SM+ykS2Dsje7055WOsQwLolHaZfebjY8kH3ETGLNsne2UtoFFjLyiKn7cJdnHCc/4ralcj+QhJEY/UJ6gpWIOKkDUeKDcguHqueFz6MwR4+RY8Rx3fFREW6f55LW3JwdMYLhUyE9NXJm8z1Vy9AXJTGELOHctAHuNyOcyg6+PnuSPi+r4HHrGOf40NiAp05I6eGOyLGZzJDyxncje2UPxqqLpOGe3K4Nw+181boccl+ZxzpDYWLkJsZz6V18uncLsuV4sXMHz6V3MeBkhuYeHsowj267y6Hgrks4rjP8zu6L+M8u/T6luBc9nMoO5johNU6T+J/tQ2sLx2YKDLoRJe6FXOO0zhBZ0AhYMMiW1yEA0E8WBmKhE3QbBmMYzvdPcWlwgm7ceBKEo/0BeMhNIQjogGrDSFCu2SIsWSh8NCUm2lo4wyuHV3D/ZOC3Bc6nSX6P+fdfdT0iMkOIrbTy6pC2DbCezK1nLPPAimppGX5aZ6i0wDBSGCUFBQmBnrYX0hOMRI65TsACgzUxx241RCYaT1xwlh6e7ufIzszaPNo/D4IWcx1jrmPkKsYDM/APk5RLHNcd9MMVzGWMmYzJVd/eTAytT/3OVYy1eI5cxZ7+yNCCBQYRMz6TNFcx9q3v8IXuKe6WI8rJYdQa522MDq9RakJGk0R6Y7NSh1iJctwvh+iGNe7ORxjFBS50TrFbDpBw6Y3YLnRqNJo/1PaeNBkKFaEfVhhXJIdbi+f+s3B0yu/kF/CT/XfxVnkBXz25hqd7D8DQ4p38LKThuNrZQ49VJOkKnNxOILG62JgronaK1rfDItD4zOod/Ke3fwH/3tlv4tc/+nH86e41/Oy5d/GZwW38QfkcVuMC94uBTwt3VbVWAiHX2E6nuNrZw5f2nrEibRJzK8nJ6Nrea1ozwLavx3nmOyo370pLJbzQOcVOPkLINQZphdM8tWymxX3r1mLuge/Q3kRYgbo9iDxo8Wd7VzEuEwQg47Pl+dVZkH7c65ExjsYW8QRoRprIFBvxDLJlgKWVuWW9QYDIKlREYHChS5Q13QY+jc39934zwHFNN6BgixYnAHnjmjaAbgNKwrLvZ5mGl6sYK1EOxTnOpacPueY7LvC4Tr17Xc0Frg0OcFR3fPp2X5Toiwpn41PcLtdxLhtDBBofTDf8nOVaH9f6Pyj6VNkM84nnrho6Pu6pzLBmLTZjpjBTCYZhibFM0Ytqf6OplqNQ0YKIkU4JEbfrrdjuegFgO5ngSueQjNHqAVbCHKYNcNJkuJzRGuk3dj/nCQbfUpeQicZ3DK+NL+GnVt/DqSSiSGMETqoOEmut6mw9WWDAQLkzK1GOe9UQEdf4dn6J3o8SeOXwCn7p7Os43xnjfjHwQKIDDp/uPsC15AE6rEbTciSBxJfwDH2OtqV1ra5SzBLvl9YwsOAP1562FwqNSNADsxvWyGWM2n4/b20jBeJQejomAOsPbe+ZOkJiRd0saLGSFNjLe4SFtEuuElbpxFmLKHm42/irrkdySP/tM6/h7fwc7pYjKEP7wbHldQ7DErtlHwlXKFREvFDLuXU7SAB4vncXAIEXc52gyyucKApvyiXpQrllBfGlVtcBSLFQXgmjraZTMIPThmab2gikrEFpIq8FTbjEaZ35D1vbg/r+ZAO9sMal5Ni/pzDQqFrhg57CQOMg7oGhxb7s+Vnb+d66a9Kk1JpqG0XREkOoJ2qcT06gEXgZ3EwnSBgJuod2Nq106MXt7lB2RI1uWPsVlWtz+yEJ4XerIQ6rrkfJO6LBICTKo3uQFipaEDlAdqm1bYsnOkWXk3lcY4TtMBRmkixJUkFzvB8zWuoervX28f5sE3/7zBv4zXsvoVICf3jwHPphRWnvGXUmmWjwb669YT9HhdzE0PZ9dcIGsyYmllMgfIUjJz+2QGIDWreEXKOoInKut1/rgqF40Pr7Jg4VpnmCOCLygbIPeha0SCJJWTW2HeaWIJGFEmc6E1w/j/y3XAAAIABJREFU3vB/FgqNWgp04gYdi4qvJjmOq4UI/6+7HskhBYBRWOBuOYKw7Z+bmWRLlaQx3B5QSwkLKHWr1OQe+K3xYxBM40p2hLVwhvv1CNdnm9QaL6ne3QfrDmjEF+5xALzm0c0UuYy9pnFsCQ6XusfoiQrfOT7nowgf6x9jLZpjI5riz48fRyIk+fW2HLoVCAHvdAgsCOKqZeiFtV/LLB9Qt0JyrWmuItrp2a+5GB1hXw6xFs5wqqhyu27jQnqKN07PgwUthlHpEXQXlrzMwopsK9sYTo6EbddrXk+bDE/19vycOdcJzmQTHNUd352UKkQ3pFXORCZ4c3oez/bu+wfEKClIFmhJCTNJIJX7WTuUXtr//vb9T+EXz76Bf3n4DNbjOXId+bVLR9S4mB7jWHcRWWPtHquQBBKHqu89h1nQAglwMs8QCo3AhiNFVqLmdqNS0/qDBS1iKzdTmmEYFjhquvixzVt4Z7KNo6KDLGk8+usqImMGVRN6YIsHLQTXeHHtHlajOd6enEEQtDjfP6V7zYZzJVxiLmNv3XMxO/nYZ+WRAEe5iVEZ8hRyxGxlaC3AA5KxdUSDyIYwscD59NLCf9ykXmN5I9/A69NLGKvME/f50ty5fEATsXBPD4IWiZD+hi1tAG4QkCDZ2YqO4gI7+Qj3iiG2OlOsJjlirnAlO8RaOEfGGhgQwucQYGkEKuvQ4Ga7mEn0RG3F5wuhtrKV0oEcAFHyjmtyBEy59BVItgInquMrtdt7XsxO8MrBFUtwIDM393cqqwJyB5Tei8KnR3fwVG8PR7KLmSI3iuMyw3HVgbY71ELHGIkc6xExvxzJHSBcodQhBtYW5cNig9QjTGElKihYakkkAcC/D9MGKFT0kK3M69NL6IoaM7sLToTEg7KPtXCO6/MtvDJ+HCt8jh6rcKh6+LDeggbDE4NDuw4hmWHXEue5ZYw5S5N4KbiX2EAkmne/Xg4CSzghvWkkvXugsKSGSCzCo1w39eToALtlH3/64JoXUlzpHnmapDIMtya0ClMOtGs/PnD0SA7pKicT6b417OqIxmfALMPtPCD3eBeEaywDJRMNTuoOCktIdwjn8o3u6GGuzaWZlBBW55LXWlaLahku9U7w3Og+Ek4Php6ocVD0cHu6iqOyi0mTYi5jTOoUz43ue/uW2oQePHonP4skkOA2wzQMtEd5gYXHkVsh1UosDMkMR6VC1Ip8ZhlaZLaTcP+OP58+gbmOkQQKI5FjJHKEgcZAlNjIZkiclM2uMQDgycE+Yqb8AXVSsOvzLexWQzRGYHc+IJ6yZeCEFtQyCDDXCXTLcC4bYzXJYeDIH9Quuz3lTC3c5glBdobW3D+EACLjm5YwhpmkfNa2DbCbD/Bza2/5B3I/qjCtE8w0zd1zGaPDaow18bVnOkGHUZVd9p/qxbVP9KaArMDSB510jA7ldm+Ka4MDvLx5B5tdGklEYPDOZBu5pIiLRgkw65ivNCG5VROSSFwQf3itm+Od4y3cPl1F2YSY1gm+cOZDlDryAGg3rFErge8ebWM3H5DhuHiYAvpXXY/kkDohc2GX3u7yXFhbfVzMX8g0LqQnvh120h/TUkRfoYjQnctoIUn6ngV0LEidEQuFyEXIC4lrgwNsZ1NIw3HUdHEmm0Aw7auRQ/Ccz1IQtNiIpvb9MmjQPvHZAdEYNRhV15YhZnR4H1QDnMoOppIQ6OMy88iytkCWAyUEM7jcO7Ysn4Xu1oASsgEgYzU4DIa88O+lsXRJX0EVzaN7VR8GgY0x5J4C6a5Sh/49ENDEMdcxZamqlDSvrMHF5BgbCd3M2+kUT/X30BMVBmGJ2v4sa8sIa6yx9nIldRQ/N/uLQNv5lmbWUVLgf7v/MjZieo2OaDBMStwvh+gIsnV5NX8CJ5q8ln6s+z5ky3EuOvHV2VX6JCTDMvIlsuj90ipHmwCHRYcyiViDlTjHW5OzeH9MOT+lCr12NAha9BLyMkoj6VcxghsM0wrTihDr0HJ7G82hwZDyBtvJFO+fbODufORxjNMqxY3JOk5l9rHPyyOZSY9kF6UOCWjQHJMmgQjImWEqE3REjZ4gWZdzEwQybMcT7JQrGNcp5BKT51w2xgfTDbCgxVOjPZxPTvH66UXMZOzjAkVAMrdRUpDzgbWbnMrE0+SkoffSDWtPdHAVSTCDeRNjmJQodAweGO+0oG01j6zgOgwUZjpBzKiyPd+/iw/yLfRDosw5RYo0FI+xnU0xlQk+PbqDjXCKwkTYK5/AieosqUKoNf5kZwey5ejxEoWJvUQu4kSLnKqEWmqmvLZztxp6JhZA7a6zPSF7VU22LHbe3q97uPr/MPemMZZl933Y7567L2+tV0tXd1dv07NyhqMZkhIXUaS22JIiBHBiGRAcIIGABA4CJEC+BHA+JvkWxJHhKEYWG3CC2HKURIoTS5EoiRQpckiRnBnO9CzdPTXVXfurt979nnNuPvzPOe/VyInaQIDWBRo9XdNd9d6795zz///+vyU+UyHBEWxLIrLI5/i5ziltppCG8D8uY6NO6Xs5HqWDlXWlEnVri5h1EQQA7MUTde+UW18TUtwGJ7Px8yLBa90DvNmSnczf2Pg2TngP75bXIGDhef/40gbaSJtO09ZC2dBmwcVq02Zr/eXb011M8xCOLXGtM6OqS9hoQSBQ3rjgghD30G2waOhkdWyByG2Q1Z7BMoS0wFQR+PZ0F7FbY1bS85HV3qVNK6s9fH98/YnXy1M5Sff8CwN4eKp04i2dmmT9SBRACUuVqBwpp5i/kZ9i6OdmfgYA+9kG5lUAZrX4VHxEvkduZUjivs3hO0T87rnFKhvTkqYc04yYrPHhM0KSNaVNm2GHDgUaSVhK9ULUO9eSxrB7ImIwq8XIXcK1BGxL4u3lVVP6LLmPi5IsTSlXRiiZl0DPLswDLRXSSr0xncgeE9iwU/ww28N309v4xuxZ/P7J83hzdk2ZnDFsqlmnPjW5ZLioIkOeEK2F0KZM13VhQduuhNFc2iurF0vAV/K6kZti1kRY8BCp8LHgJPa+3bmArzJnFnVoFmzsrpQempSQNZ653w6jhU5id/p54zLBl7ofYKpQbt/heCfdRdcrDbnCRovH9QDfmt7BPzr7vNImM9MuACubFMcmJUvk1/BdDs8R+PLVB3QvKt+4NpzmHaIEMonA4SadDwAawdaARpi2wNju2MKguY1gWJQBZmVIai5td7NOyrAFEu/JRzBPZZH+0fQ5nBfJqk+yaFfXu51sqbSbqIAj1yJH9A+XW8i4j61gSbYqYqVYsa0W15IZXIvjW9M75I7AuHk4ZWuZfhMgepzLhImb0Cem73BwhTDfVAqVrFmhjcxqcVJ10XNy47nUqMF0ZNcUj1hs45+fv2SsRxM1V2RoVzrZxscopJONtwylcPF+voNG2ZQETkMGaoxQ75yTN/F3sjtGYqYJGHom6VgSlXSQuBW6LiWW9ZWUjUuGK/7c8Hdvh+eIWI2+m2M7WpoHDiCwKbErjJsER1UPrhrFNK2NG+EFmaCpRa6ZS9sBpcKtS8r0/dWff954VPoqf6LSINAWnVqqJP57+1/Fv3f1a8Q/dmo8XG5QQrtw8b9evI7/5fx1fJRtkKuHnqmrE083Oboq0Facup1oFSWybS10/ArbUWpeowWYoOSLgspRz6GFbTOJblCh49fo+BWqNVNz7fToqMVqM2nklolbkx5ZfS+AAqP6/pP3pE+l3D3JuvRGpIOs8RE6jZmH6hOUEF5i22TCI8d4tWPK1sKVaIHzIiGRt7Tx2ugRnotO8KDcQi0cRE5NRHKHduCrwQwfZRtYckox6zgV5k1AVD2ldOi6RPDPlD2KntdpxkvPp5PuvEzQdUokdgXRMsM0AoC357vQ7gtTHsO3OPpObmRn4zpG5KTGEFqLt5nV4iAf4EY4ht22hoywzmPdDFLsF6QtDRXziFktlbbCNr08syTShmaHEoSoMtkilx5uBBOkwsdZ3cVPJPfxRnYHz8TnRDApQ0irxbwOjYthaDeYNjF8xhHZFRrp4G50psj1jpLBccwaOgl5u0al09xbyVCpygmAMYsDKHDLYwJ3ehcYehkOsiEcJvF3Hv+cojQ22AxTzJsQJXcx9HJcVDG0V5RjSczK0GzGvlLI9KICA6+Ab3OMqxif7e9j2hAy/v3JdYRuY15HXnmE5CoJnMskXKs1ozwubGRqxuoyiVkRgFkrTrb+ezaTJqfUZZIWMqex1LXODNMygt4Seu5fcuBItpbxFHJtAhCmZYQlDxDblQpyasCVygIAum4Jn3GEdoMf7zzEX914G5shudoTtE3WJZOaOLS+zQ3/1LEkjsuemT3y1sZp2TE9bSFWEYeOYtaUKrbPt6n00agsbxWdTD2k67GM0yYyvOHErfB+uo130ysAgJ5dYOQs15wVlCbVK3EjmWAvnqLrlujZBY7rHirumHRwvUA1V/fV5ABCiRM0UUCTFIi1RJ+FdmPUHOVaOnAVEQIAvrF8Dqnw8d2LG3iuc4q9zhSRS95GOrIRAAZuhm13TsZmSjanT1IAcFTMRKDGRbpN0H67tVqgelasL92fatfAh+nIMKFka+FXR3+KeU1tTC1obt5IG5v+6vRzmVCtTI3YpSmBLi2fjU8R2xXmVYhvXNzF7z5+Hn9yehsA8XcrYWNahuZ9ADSm068/cLg5XfXJzBXXF+rr6yKOmjtGFWMzichVqiNJ92IjyPCfPPPP8IWtj/AoGzzxenlKboFaaC0Mh7LnF8i4h1kTYVaHmDWhKXW1oZVWrGTShw2JoZeh4C5e7B5j6GY4rntm9qaRYd136v6LS4bEqcDQKn0qu+QyENo1IqdG1yvBLAnf4eZB0w+8xwTGVQIBZh7mVPgQIE2op3ZzjSIT0Z4cGWK7NieePlm0ltRllByXCR89v1gjH/BL7vfPeicGQe26JfbnQ/Ug0Hu/KGPU0say9s2p7jGBvpOjki4mPDav62E6wmaY4lExwEeLIV4dPMa0ijCuE+MeWEn67Pt2bpztA9bgrflVY+viMIHIadDzSjRy5aanf7YGa3hLJ1KoKqfErkgCV9Fi0WQT2Vr42x/+a/jlrTcBUH5PyV08yvoI7QYFp/yeTFccKg1BVx059yBahi1vgVeHj7GsfXSVhYme17qMbDcDryEt7RrVT6tbNAnEVWhv4lUqOYAWuk5dA6ic1ZVPyVeCja1oie1giS8O7uMfjz9HqqH6L7lbIEB5H+sLpxQuEqcy+kS0UAuDjKWHTmaYKh8W27gTnOGDxRZ8m2PLW2DHmeN/G/8YHFXqBU6Dcs0FgUuGoZchcmgxSFiYlhEcVqi5ooTHOFy1cdTSQeIC28ES9+sRleSKLK9tPLXJmMs43k+3jY2odmmfVDFFW2iSQ2tj1oTmNemTnFkSjSAPp1QEmNQkOet4FQKbG7cHgEYTPyz30EjbeBVHbmP+jsuEsfq8Gs9xXiSI3Qpdr8CMq3FOa6GQPnzGjQMGQG3ID6fX8OWt+2YOPOchSpBEbr8cqfcQUcmvdKWitTBvQiyawFD9ssYz/bQugR216WnnfGlbuJ9tKgygNvdXg16JV+EfHHwBP7vzHr4/IzQ0sDkepuRDpZVLzGrNaZ3WvnKhtPF/Hr2ExKswCjITC5k1HloAm2GGg3nfeBJpjSo9P6RhDtTYrlD+RZFLsRGeLdZKekU0US71muSgF7WUDJMyxlnewaOsj1/c/hEELDzXP3vitfJUTlIt29EWGdqzNeW+YSHpEoFZ1IQ/zvuG6DBrInxt8jza1sLQzxGxGvcrWiTjMgazJJHgFUqsZ7FalqWRZctqDadUagBCoY4e48qXRxPEW2TNioBRq3miNsR2LFLa6MWk7SgBIp3rbFXesjU2lFQnvWNQbACmxNVI5aSKjAu/bC3slyMAIMRbPVwAlY+Zou5pE/CeX4C3Np6NzxDbFY1fVK+pJXcjN0Vk1/jl3bfg2xwPsk18XGygaW08G57ghfAIgdXgqj9FzykutQeFcOkkVSOeSpI8Ts9GXUZUvL+y8y7uds9RC5uCly2JoZ8bD6T1BapHNJ5CZo+qvnr/3Mjdsppm4lnjoeQOFlWAeRWgBVByx9BB88bDR4shXuicYFn5yCr6dzeTC3x66wjdoDJtQ+wSjtHxKnS8yhiQO4w2l7xZle6+vQI6PVsg9hpEboPQbcwi1gHTunweBRkmPMZhNcC2v3ji9fLUelJt26mH0OsaRE9B1voh1wtNl246qtC1qRcCgKOKSOKtGj9o39uKOyaDhb4XI/aKYjkBRBTQixeg8kxbW6bq98StjEwOoIUX2TUGKkl83SlfLyhDORQuzuquMbrWJ6hWu2hFSSHoxLooY/g2V1YsNIbRgNlFFSPjvlnsGrjgLdlL6terFTDzKgRDC581iOzaBAMHimjhWgIC5AOcSw/b4RLHeZe0rNUAbyxv45x3VA/MMHAyfHnwAT432Fefw+pzJQlcjE1vic0wxe3OBUZBhmvJDMyS2PHnCgCszd83sRJrSD+w8qJyLImHyw382vbXTQyGtses1Ezzk88WAEPO0Gyzo7KPUZTBdQR2k7lilZV4qX+CSBltazaULs1dW5jxHUCm4lpsbquFqyM71lMF9OvX7yFrCBj865tvYMojTOrY3IcnuZ6OW6C9ymrUMqycu6ac1H2NRkD1TTkvE2wGhIxqw7Ab4Rjv5zsYq9JyVmtiN0cuPBNfwFvbjFFqaWNaReYDJ1CFUGXN8AFogVdYLQBdRgG0aP/g9Dl4TOCVwSHZrEhXycRWJ0OkwI5HxYDKaRV/AazsM00/1Tr4+sVdxG5tvjavQsTq9NAWpcyS8NQJLGGh41WYlhHxk+0Gp3lnxfeVDLW08YP5Hl7sHJv+GYKCrzp2iTFPTIrAXjghw/G8h77v4bnkFB1WYsITcvNjNaYyNgFVGswaepRfKlrK6dkLJ3hc9k3L8qcTAmz0BrUZpniU9XGWJugGFSL3crmrRxg6yOk/3/+F1eegymEtOdSeVcxaCbz113RV8uGcEgcChyqke4sdOJbAvA5XiLBXQHs1r6PHOgC565dmmqD7zUYyE4EB0OhMl7ylshX9r5/9n5Cr0doHiy282n+Mt+e7T7xensoi1Q55jiXwMB0RnYtRbmdptcRAYuRmwPmaekMlsNXSwc3OBT7X+Qh9O8cH2Q4Aeuj1iVxyYjSZE5uz1YbQeBBK+bKsfVyIyIxaXhycYt4EyBoPiVeZiL/IrTGvgks3RO+U4zoxYxtSPaySxNdBKdeSlzS0+vTUv4/8FAfpwNh06uwaAKZPjpwGn+8+wO9dvLR6mGxBPaAihqwrfFqrRdmSJnfcJIbo4DGOXHrEigIFUVWgh9GzBTy7QGg32HIVBVLNSd+Y3zQblS6/ew6h68s6MLYyj8s+bAWiACR10ywx1xY4SilR7ZnhGAeLAYZBRgwp0EJl9qolgE2n0U64xLiKaUNsXEOgWB9T6fuiZ6bGHVL9HjoURVly1yxO/VlplLwWxCeOnBoea4yemaGF73Ds+nP82tYf43+8+AJuhecAgDcX13FeJOZe15ykbZthilOR4LvFLfzB2fNIax/vLbcv2QL9RddTWaR9J8cVbw7t6KcTuCfqFAtcUsE00kbiVEi5b0js4zJGYHN8ufcBAqtB2bpGOTGrQlMie/aKVF4LOiU1yjsMMlPODvwckzKGpyD2g3SAnl+oYCPqnzbC3AzpC74KPNZsnWkVGRYTfV0pJ9jlkqaSjiFTAFCc41XPqx0R9Nx0pRphBtjiLUOHkQ6UoUWuXB40u2dSRKugIi02aC2kjY/CdbFsAox8Qm0ZWpw1XeUoaBsliE62a6SNh8UmbofnmPMQ7y+3L99IAeNXrLW/AHBadS/xiDUXdj3lfDeZ4zTv4Gc37uE3Jj+p3uOqeJWwjLxLf/0rvXv4rfPXIUF4glhbYOv/Vk8M9M/Xmy2gZpktpbTpYC8t2pAtmazrCkd/700/RUeNAA+LPg7SAf7j+V9DLWz8wLoKZrUoauIKv7b5GLfCc8Pdfjl4hP/q8GcMtzl2ycrmTrIC7P6i66n0pJFNQuF3squ4N9tRdLLAoHWxU19Sw9CORqdK21q42yFkzLU4/q+Ll6k0YgKBzT9B2GdGvxjYDZHQ18KOhDqd9E1OvEo56ZWI3Rp7yRTPD86QuBWuRAsMggKJV5kZp96d9QLVp6TundcZN7rM06e5fh1cUo+cNj5q6Rj0MLAb9b4pEIm+xnE9nOIP5i8idioj+YoUP/ZKODc9mlQ0P/3roohofqpeYyldXDQxxs2qxx7XCSrpgEtbWdlYOC572C9Hpjxc593y1qY0AtBJXXIy6HZUn10KFzn3Lrm6O0zihf4JamHjZmeCw3qArSRVc2Bhvi8DPRPrm9fX589jfz4EQ4tg7RTVlxntrS1QfZ81ZlAJ59LsW3O2J2WMZeMjVjP2zZDm0iM/xb+99XVCxNWYTIOewzDH84Mz1NyB5wgjhXwvvYK3l1cx5xH+cPkirkUzRE6Nz48+QuxWiJWL45NeT2WRbrkLuJbA0M1wLZ6Z/BC9087rwLiX+/ZKtQJQM6/f4P1qxyhgcu6axaJ7lq5XYMPPTNwBOaQ3ihcrTLmkwRedxXJRRTTcDye4GVJpfpj1sB0u8UL3BJ/p7eNWfGEeCr3g9EVlqO5ZdBiyZUAWeo+h4SgTtc0m8oTDLy2EwOaGZ1wKBy9Fh6iU4gVYlXM0S6XqYN3hzrGF0URqJlfGfUrvrmNM6giHRR+zmkQLJ2UXpfKeSrmPlPv4OB/i9cEBpKJLBnaDV3qHuJ2MccWfQ7YWSdlUVo5ttci4ZwAT3a4IpR2eNyG5GZYJ3p7vIm88HKSkjFrf2PTMVJeffza+hpu9ifk86fP984+wXNvgPTWSWlf/CMkMYOXb5Dioxy+lcA2C/5Xh+3hrchX/4b1fgTZvO8p6iFSEocfIgO5KZ0FAp1tj01viF4Zv4dPdR9gvNgz6fycZ47jq4eXeEXyb40vDB3/udf+/XU9lkWrlRsAaXAvJr0ifZr7DzeknW0uNCigmMFA9BG9t/OOTz+Lbs1voqQ/Us4Vp6gHqgdLGN9YnPbcwcz2mCA6anNAPCgyCAh2vwsDPcS0i39RceJCwDO3vo8UGwfqKuCAkM2XUern7ycuMmtRDonWlNIKh/84bD6HdYDtYGvW+JiwsmsAktX1zfheZ8IzDoC6p9Zw0UMjjJ9kwrUKvK+GsBVpZ4GounXIfszo0SDi5Uggiflgt7i3JU/jT3Uf46eF7lzSRWiCge2THEtjyUwKj1CaoN5OdYIFYUSR1vEfXJ/RaL2R9H/XJ7awxeP6Nze/Bs/klUEj/DL3AtW7UZhKxW5lqwmYSPa8w90zzv/UCjd0KoyDFv3/l9+FYEv/N/S9hWZGRwH42RGSTEbce4Wn1FgDsJnPMqwA/33kbd9xzVJJiPPfTDQyU2TpDi/O6g45T4ndPX3zi9fJ0jMikZ+IUmtbG3c457i12zI4JwNzslHvwmSC/GpAdR6m4ubpvBah81KZjlaA5HGdMAQHkkFdL0i+6nkAPRBH0mLgUkajHPT6IPpcr712AepsFD/D9yXW8PDjC3e45dv0ZqtbBD2bX19Q1wpyk2ogLLYwru6+I/7qsk7CQeBUlmSuTsU1vSTmsi6EpxX9x82384fR51QO6ZoHq8Yy2C9VsF0vxZvViPVgO0A8KZI2HuRWaUlCX7XpsFTk1Og6V/hknUnzoNHi18wgRoxPobnhqyA0DtalosfnjvI9b8cUqi0fNwblFRuN9Nzcbsi2pD/Rtbtody2oRKhRXR1cENmXw/Pr+T+OXd9/CPys/ZUjz65vAuq1J21qGMqo3ANhQURq+AfWuxnPshRN8LnmI/+yDv4r/4OJvmOfBtcmL9yxL8DbbxaQk+aBoLXQ9Mi7bDGnikLg1/tuzn0LHKfEnR7fRDSp8anCMOQ8RsRrHRRfX4yn+Wv+7lwzi/6LrqSxSTZMT0kXPLjBtItJ4rqGZnqKZ2VZrhuJ57aIUZBe57nFLJZy34tYqQEd76pifu5aBmTY+AqWEgQpUipwGzKoQslpB/EzNMWsCX2ofH8shYrdGzymQ2CU+yHZwmPeQ1j66frlW3lGpqm1ejNLGWjn468UvWwsvdE+QCqLxVdLBpI6J0C0FtqOlERO7jGIbNOvJsQh1hEXfr+uWJuLxk4FFjaS/rx9O1xIAW2XkaMM3feJ3lDhB0zGXIsDQSZFJH307Qyquwmccd5IxZk1kHBrmdYiJt4qZXD/xLipKJ9j0UxzmPYP46tNOv25asNIAYry1IQXlpt7LruDf2ftjvJXv4bxOcF4mypaGUG7da+reeP06y8kEzXFr9P0CHafCF3sf4h8++jz+78PnIeSau0droeY2bNZiGNJGZOmZaEvZN9oS9lR934N0gGXlY6ezxLQMkQkPn44e4c3ldWyHS+wvN/CbzufwxtmNJ14vT+ckFR4Su4TLyH1g4OaYuLFxHhCSoZDMLMRCkJ/OZpBiWlNmp6bgFcKFzzhSvuJCGkBnbYel0lF77dAJGzu1IfB7Np2outTUAE9HmT5rckFa+9QDCw/fndzAQulY1y8aF9GJnyg7S1frDaWN06JDs1CL6HtFtdJuCosyXM6LxKCMjiUxbSJ8Z34bYo3ADgnUsFdI71pFYFkt0K48Ypn62lnewe3eGGOVB2seaEuqXr0yXGIAeL33MRrpoGodnNRd7HrUntwvd7DlLZELD1e8OY7LngGyfJtjfzk0C0zjARV3AIeClN+fbxlaY98rcLpmuQLJzOuy1LxUl728ZXi43MDfmf4MNsLclJvPds/wXHSC5/0jdJhqgSBxJhL8g/pLl/AO3tr4hc23cd27wK8f/Ax+q3wNaeVDtri0QPXnaDOJq9EclXSQNcKg57J1UTSuee36XulEuch18Hx8glQEuBud4Yfd7TWXAAAgAElEQVQLSo+bNRFe3jh+orUCPKVFelz2zEm07v8DrJp+3jKMlTVKby0EyLGkmm+tTLV0j6Vd8AHqO3WZ46lcGa7KMf2zNFqn0VE993uQbiJxK+yFE4iWIbJr9dDDAATvL7cR2A2ckGat+udKWEDLkHNSa1CIsYqZUGMgzVdect+Uim/Pds2Jtc5e8pjApIpwt0vzOCZXt0xL7PTJ6NkCp3nHlLmXRhpqoQoAD+YjbIS5cdrTDoa6//5C50OQNcwKsvhhtodJHeNxPaR8GliY8xADJ0fZOhj5KfbTDTrZWYsCrgH8NL5gKwDp3mJnZRejxjc9r1glwDur2XKpNh7JLNQSmJYhbKtF4tamreAtw/3lJt6fb+N3nZdQKRKBbns0TsHWNu//+fFn0Sh1EAB0gxLLyjeLU6ztuzd7E0Xad80YT1+6ldDqGYdJeFLTG0ktdVT1cc2f4tXuY/z245exDPx/qTnpUwGOtJO5TsbWN2SoItwBWrSa4geQ/k57w1KJu1KTeEyg7xXoeeTI4NkrNNhTZHptrAWsyk3N/tH+slrDyixpHN1sS8K3yGlOl4GB3aDrUmhU4lR4eXCE3XhuSkYygm4x9DJT0uqd/IXOiTFC63gUwus7nFwF1uZoGn3UyOS/NfoGZdNYqz5Uf9/QJnrhlr9EyR3DeNFjmPVLs3KWtW9OjZ5X4G7nzHCFbbSX3PN0QHLsVPBZgymPkdgltrwFXMZRSRcjNyULF0aAGEUh+qrUX82BAVoknxoem8+klis/YIBOsVBRJn2b5tXae6jjVRgGOSZFpDyKObpuSZWRMvyqhHNpsweIz1txB6U2f5OU9K3nyfoEJOcFPb6h13sjmuDhcgOTMoZQp7xQC1wbtmuSvmwtFI1r8l2Pqj6ejU7Qc3KkwlfyPInH894TrRXgaeWTNiQjAmBOqs9095FLD7M6Ii3lmvaw45SwIU2ormv6PIECrjlNAaihP5QCQxhgJm3IodxlApD6ZKEPeOhl6Lck4xq4OfbbDVoQTYvIruFbq0UfOGSQvROeohBkEt1VjBtdeulT/rjsYegR6XzTW2LgZHhzef3STqytRIM1An3k1EYYH9gNzvIO/v75TxErySMLk0baAFtJ8vSIwLYoQPeT5ZpttSY7RRM+zovEkDSueHOM4wTzRpfeym5FWcX4FkdiV8aInPS0rolnBCi4mWaYjaHHkaJpFQSsT5uTghzezRy3jM0mqDcY/R58m+NqNMeH800A5ICoYz64ZIi9GiM/xcN0hJ5fYF6RQFwLOQDyONKjIP3pax9mqfrLnl+iETHalmxSAKAfljirqN+shI3IJSxAkzO0r5LZDG2Y9xW7NOfeL0dwLYGRm+Ju/xx74cQcVE9yPZVFqks/1xKo4OL7s+vIGt+UJZq4kDceIrfGB4st9P2Cdju2WnhyDR01N9hqYa+lm+n/l7iV4gdbZnfOBI093ppeJcMsWHAYjXI2/Azb/gIRq5HYJe52z+GzxpSAPafA42IAxxKmfw1s6o0Nd5i72PYFbkYXiFiF7yxu47xMDBLrWPSzdpO5mQc6NoFdO/ECHhOInQpfGj7AG/ObeC45JbtN4eO07Bhjs/OSeLWLJsBQ9Wn64cu5Z3r7/eUQAHBU9uCr8qwClYY+aygO0VQ59J6WIsRBvYFG2hi4OcZNgsQuMeekbW1a24xiImVFA8CAOFVNFqW6HTAPMyMDuXuzbbSt9ec8f2RrGVkbFwyPMpKV3e5cIGI1/ua1bwMgD2dtU/NcdILfPX+J3g+4eZ5kS77LlbItdZWCRZteN5LECosqQMevsKx8XO8ssBmkuKgi7C+HxPP+hGg9azxDvl+vXLStzVa4xEE2wPOdU7hM4GExwt3oDBIW/vbe7wD49SdaL09lkerS4LAamLJKO6ivGylbVovAbpA1VMPrYTmwoq7pBaLHH3pxmp8F8uF5ufMYZ3XXOBo0ynoSIIKE5vzeX24idiuSgKlZZswqfLV3D+e8g6Z1lGqEymfe2oAEZnVowCsNwmjrkohVGPOOismokTY+Ku7gdn+MSRkjVieb3oTI4YCQ3HkT4tPhx8glVR+aaytbC8d5F77N8UznHOMqwaSKKJBJia8BSiPvOqRpvRrPcZx3V2noXomzvIOhn5sHfcl9PKw3kYoAL4WPMRcRPso3kDi1sYB5N93F8/GJwROWIiCyhrAh2WWKnvWJMpeDwQadaO/Pt8xr0oQCPYLRHNr1YOhb3Qu8lBwisBqIliFmFTKQD/Fp08WCB1jWPoFyKhGhXePzNpIh8Grzs5jVohQrsn7bWhi5FV4bPkImfDxYjMwi1DI2XUYzVZno91cJBx4Tl94vlzb24il+tNg1ubUSFj4uNvChv4OfeML18tRE3+d1B4d578/1TAAuJZ1pbigpFgKjkOm5BcZVgtBu8Ex0huO6h2UTmEWre9ecu7gaznDdnSBiNd7Nd00yGRh9kLeTMe6GZxjzBFOPpESLJqAegzH07RyHzYBohq2DwOJIha9UErTJlMIh0XZDYNB5meBmPMFZ1cFZ1cGd6Bwbfo6LKkJgN9iMU4yrBJFCQLWIW1tx+qwxPff/cPqTeLlzCAAILI7QrslmUtETM+7ji4P7JrTqjyfPGg+dgZNjyiPw1sbjlE4j/i/4zDusxNjqgEsyGevZBb61vAvZWmSkxmoTXsXQ4puTO/R6FP1PzyFDpft0LHJfWFQBwCQ4mKlggBWIo4kdGuzS5AIjanc4LLVYR15KgJZF2a0CdG9mIsKsifDOjIQWjiVxLZphPxsiazwzMwWoN9U/O2/c1YJSwc7LxsesiXCYU1xh1y2xXHNR0AeJ3lA0er4O9ulNpuNSZObtZGx4v7Ed4iAd4IfuHv7mE66VpxYirLNBNAKnEcqs8eC3qzgITZPTSC2vyDldI7O8ZbjmTbDtzpHJ1YfZtDbGTccwY76d0kOlieU5pwcukz76bo57+RX1M6nE1IBD09o4aXqYKssRnzWYixBNS15CtXTQcUplsUE36te2/hhLGeJ7+S384dmzEJLhwXyEflDgx/qP8FG+QbQ4FfgLACOfgn/Xo+cbaeNXRm/ge/ktNK2NxC5NYJMGIAB6cDadBU6bPgCg41QYODnO6w4e5CMkDknfEmUdoh/YFzonxnDtuOljXJFT/++dvYiXesfIuI9Mkf0nbaTKeGE+J5KUOXAsga5f4rxIVtxgVfFo1YnDVhai68qTe5Nt7CZzSjNTgI+lfs46B9eyWtwNT3Fc9819OGu62HIXOKg28DDdMKebZxMQ+ErvEN+fXkfeeEampk/RRp2ghoSvvHr1yR3YDV7rP8KfjO8Yd39NlnEcafpO/fzq1+jZwngwy5bhw3QL16MpZk1oYkF4S/aoT3o9FXQXoAewq3JE9J9la5HXzJogdqnmkl23xNDP8Zyq722rRc8lOdX30xu4V+yahaRPlICR+8At/xzMavHW9Cq+Pb6F99NtnJRdNMqQDAA2vSWGboaTsot5o5Qd0sO4SdC0dLJpR3oNPeh5LUDkiIx7iJwavzn9HHbsBeY8xDPdc0NyWFQBvn72jLH3JNcEhvNyBdiso7WytfBmsYeBQyixZmlpwfY60htYjdlAOm6JkbvErCF+8NDNENo1bW4KvNHI7rhI8GAxwrfHt3BeJXAsAqsy4RsiA9ESabFqn+J1IUMpXEyUt2/FKdltFKRrPr7MOBroU4ap081TrUatHCa0T7IebZj5I6P7YVsSAhamPMbIoeCqd+a0wd7uXCBxKngKtW9aG892z/DqxmO8NnxkEFkNJiUukVYChxuj6914Do9x9LwS357cusQfjt2aNKXCMXpm7Ti4rpwhEb6ND+ebKIWDJQ8g28u5PgMne+K18lQW6fqb0j44GtYGaEfS8HzPK+ExgbTxkXMXAyfHFX+OB4uRecOHZR+P8gHeS3cw5THGDaVxH1V93AzGCKwGH2UbGAQ5duM5IYyWxJa7JBvLlpwJmtbG670DIwnzVempey/KomGoWgeZIk6L1kIhPKOy0UG8//vix4xJ13OdU9zqXlwKTOq4pbGIWXdr0I5/hXBRSQc/WFzHnEdwGTfvi2IsLNP3NtLGo2YDc0ELfeSmsCEVcEV6UNeiMdXLgyO8PjwAABVs3F4CWHjLkDU+ToqOEt0Tl7biK7WQ/rfr+TKaUAEQRfMw69NctCWUUyj52Ce5tl2/NOof/RmUatyi+cU6ZBog18XAovFY2bp4L9vBdrDEa4NH2PYX5vXN68B81ry18aMZpZ216p7pHjNwOIrGRax61fMywSvJY7ycHGJRBcQjVqVw1nhIa/LP0n8eBpm5fystKdm5RC7ZtZ4UHTKoYxz72QYcS+Kw/kvuFqhvxnHeNSWOBjwK7hoiuDZ+Du0Ge/EEkdPgQnmn7sZzPExHeJxT+cOV5nLgZBi5S/TtHC9Ex+ZmfmHwADvBAneic9yJzhHaDSK7Qj8ojO+PbC3k0kOigJyAkb+tUKoWpobT+tr0lmbcEjkNBn6OQngohIf9gsov6qMs9NwCwzDHM90xErvCQUY9bsXJzFpHOjJLInYqiJbQ2uvh1JSQqfAx5bFZjPokzblrHPQHToZxkxgUWoDhijfDyE1xUnTIKwrUS1VKpheqh073lbxlmFYR/Sojo9IBVlWEnm3q/pOUTNwAMhV3MPRXfsTazsRZOyHXZXX6Hmpwhq2duJZFjhFTHhuhur4O0gFuRWOzoEfK7lMDgadVB5ve8hIJQY9RdHixHvftdaaQrYV/evgafuvxq4jc2liqRO7KrpRZLYZ+jo5bEc9bOd53XHKhvNqZYxhk+OzwY/z4xr6pNCJW4+dG9+A7HF9N7j35enniv/n/85UpxoUOuXHVrgtAsYBooWheLkDeuzv+HIcV7UIaZPm54bsmyeycd5BLD4HFDTLbtDZstHg1PsD9chsdu8Rnux8BAK6Ec6TCx8Al0+VZExkA56N8A12nwmE1wN3wFHPltudb5BCx6QnsBjNM1b9JuYdC+GYTmtQRhl6u0tUs3IwvsOQBek6hqG4NdiNyMtBAybiKUTs1bKvFc51T3A1PcdZ0AQBX/Sma1sbXxs+rgCpfATX0kB1UGzgs+nCZwNSN4TCJK94ccx4hFT724inuzXaw5AE2ggyuSphbLykN2V5VOIUyd7bXTkGGFtvhEo2S19GJTKMjoUrbrWiJw6xnXPo8W6h+mxv/qlJ9745TYW6vzLW1X5D2Cy65i1v+OU6bHu7nW3iU9TEKMgCb2AxTfH92neIh7AZDL8eVYI7TqmMQ/D85v6Pc7BsMgsJsIrkClUgdU2J/QVRG7QmtZ9DDMKc+Xing+l6hkP0VcGQUQKqPZrDwZ9M9dN0SV9U9zqWHP53dxheHD8wG+yTX0/E4cri5AVqxcMmnVRmREbpL6d7EAGI4q7u4N9vBtXhmSNVLSaXNprM0J52AZcqETPooWwfzeogvJ+/hiNPo5+NqhNBucG+2g0GQq4dGYsPPTU6qo3rDKY9XhHhYyLiH99NtLOrAKHPIq5dI7ppgAECBPhXuZ5v4if5HuF9smc9iVpPfrDHmclZo72eTh/jW8i5cS2DWbBgQJ2s8XIkWCIPGLGzXEpjUMfpuAWZJjJsEOwHpdkXLzEkbuxWO8h5mVYgtVZrr8YEGU9avm90LnKqKZ1aFuBItVingrYVJFSmVC13a+UBH0WugSZuIaRJJLR30/QLb4QK1dNDziRbIObtkrq37x7p1kNglDvOeAb4A4FOdI3wm+ggLGeBby7v49ulNfG7rY2z7S8yaCB2nwtSK0MA2s8xGEEDZ9alHv925wOOsD64UQ2Sv4qDmDmKPxBXa2Fu7SJbCMfLI9edal/FkRMdxWnTQcStsBgQMnhYdzKMQvzP7MXzlCdfLU1mkG4r+N69XAAywUmtU3DEmXgtBYxefNWDaUT3IUa2ZQ2sWDJlmK7+elgGMhvECFmy0+NXe9/B2vYUdh5DgVPj47vkeOl5FgT2thcitzYN0CWltbZSS+qR35lcgJENP5Xl8qneEkbvE9+Y3MS5j7AQL4gmrB7kQHk54F7fiC4ybBJM6ugSOATA9jcsERl6KprXxw+yGmSMfpFQ99HyKTni5c4ienaNsXYj2CprWRtehU2Lg5PjebA874RI+a1BKF4ldqfJ2ZbSl7WuMztUWqBtCMh1HYi+Z4mowQ39tUVLcRI1Suiika2RopXDhMYGhn5ucH0vxXdd5uTr6QrYUR6hTCURrmYj6tPYNmUEjqjGr8HcffgW21Zq8HoYWP1ru4seifXiWwE92PsB3z/fwzuwKXuidYtNbYj/fwKL2cb0zMxgAbxl2kzl6akpAxHkqaxfKFlRL/NbdAgHK8NEVn2ZU6RGSXrC1whWAVVWoKahf3foAJ1UPHy42n3i9PJ2kb1W+rgNFwGXVStb4Bg0LbQrrLQT9u1c6h8YPCSArkA4rUUkXQydFYpfIpYcpj1G2Dmy0iFiFh7yHh/UWMukjYDVS4aPjVXi2e4avbH2IV4aHGPqkdey4JWKnuuQKsVRaUgD42e17+NmNe7gazbGfk0ftlwcfUJyjcnQvBEVaFMLFTrBAIVwcV71L4m8dHKV5w55KNrch8aPF7spuZY2kkbjELy5bF5V0kXEfcx6ZPnPKI9xJxng2OkHMKhUGrKw+1QJx7RVTCoBZDPq/uUKFT6uuuSdNa+Nx2TdBVT4jneeGn+HZ7hl2ozl4y7ARZJhWEdqWclH34qmRIeqTRqgF88FiCw/TEWrpGF6sq1wCARiy/N/76KdwozvFVrTEzWRi3DAcS8JGC4YV08mxJPazIb51fhsP5xv48a2PcSOaoOeV6HolNsPU6GWvhjPz3K2f0LK1/ly6mg541j+XtwzP9c4QuxVe7h8ZtJ5ZrfksmUV+0oVw0XGITlkIFxvBX3J0F1gRnzV6t0509h3avQ7SATmIC9ckrAFYhRBZLSZVhINigKUkrWPdOggs+mA1PxggAEW0DD8RPsCOQ84LJ2UXoyDDdRVixJXgupJrbCR1kuXCo4de5Y3sujOkIsAryWPDw+zb5HgX25Up3fU8l0pWGu3EToWhl6HnFiaIt+/mRpheSQcvx48B0MbQtLZRq+hLj5kAKM6uxLhOMGtCgzzrlO6Rs8Tz4TEGbgbHEisH+Xa1KLQI22MCm2GK7XCJxKnQd3PzufuMw2fC9P8AMZo6bgnXEpc2NCFXZetJ2TUk+/Ued31RMLQGDdZIst7Ea0HOe7UgQcaSkxYYIMyiXmtxNsMUaeNhWoaI3BqhS3Yx4zrBlr/EjWgC2VpYch8MLTp2iZuRcq/UJa1yrw8UVVS/BkCN3ZyGMoy4gweLkXHyuBFNoHNwdTB0YFNcps43mjYROm6Ju8mTO9g/lXLXUxrLrk/UNW2XwazW1P6OJcAc6tWEKis8S5B9pqCA2brVDu8xvje/iTvxORpp42YwNr0YoHpC1kCCYSYjc5J6TGDRBDiriVJWS/pwE6dGyj1s+0vcDU8RswoTnuD/OHnZ9NPv5FfxeryPE046ynHTwbvpykuVZqjkJbto6AS+Ei3ArEY97PSQZdKHZ2k1CA3Gx1WC368u22voITmzWlLMSBc+a9AAGHoZPspHuOITCLbkAba9Ba64MyxlgFQFGmsdrQZzgBVtb72KOS8SfGmTPHhcS2DDzTByUxzXPcybALsB1LySmXluA1sJADKcVYkiFpBPrq6ItE2J/nm6hwNwSbolWguxErev/13e2gYNvxOfY8td4KZ3Dm2RvZQhXukegkuGvXiK/XQDgd9g219g0sSwIRHYArvh3LQhWuETOg1sZamjVTh93SdLhuvxDC4T2E+J/yxbC9vREpMyNhWe/vz0+wqdBteiGTLuo+8Q9ZK3NjbdJRKlU36S6+mIvpXyQu/oANX32iFQm4lV3CH3NrayI9Gp2pqB5Cj2SC1tPMg2yblAOhT221qolPtD09rIpA/X4hCwsBSh8TxqWpqPaZK/xwR6PkXB31vsGLAGAKDKrx8tdvF6vI9x0wGzWhwWfaSNj1d6hytOKw9wUcUI7MYIoJdNgDks7AQ0vzQ2GkrRsuQ+PtU5wrcnt8Alw7ymJHKynKTPJ3CIu6q9oiK7RuOS6fVVf4YxSxDZFTacFLaQ2HSWsCFxIRKM/AyTOjLevsxaedbq0pILhj+b7lHmZ8vMqajHI8/ENhijklyfkDr5m7c2Rn5GFp82J2SXCfMLUHm09irzRd/H2KXkd9uiTXtdSZM3Ll4bPsLd8BTjpoMfj+8DAGYixp9lN/FseAIAmPMQr/UfwbUE7vEdxG5lBA8CDKwlLnfHLvFeukPuG4rCaAmaNEQuBXatbxy7wYxmzU6O+xn1k/OKLGjen21hFKaI1AgxdBpwkI75rclVAMA0CPH54UPzPI558sTr5SnFTDClmazXvmaZxn1SRljWqwZd26eENtmpxE516d/ZTGJRk1lXo+woGVbi7rIlQsJvnn8GABBYDZglselRFGHEapM0Hbs1FrWP/fkQH043jRXJOuFAv9Y/XjyHb43Jmf0w62HZ+LifbeK47FHYsb9cjTcsYaqFjlPhpOzipOwa/m/GfSw5jW/O6o6B8/VJHKpA4JOsSybMrQ3RMqIKtgw9p8DAzdWJaSFQ6dwALvFcO06pUGuJR1nf+BnrcheAGUHoBbreh/W80sxgI7tGYldI7AqF9FCpSkSf+JMqwkaQGVS3lrb5XiaZQAssJMOGT32aLrsbxW4CSN00ayJ4FofL6L2d8D4e1puI7BpH9QATnmDLWxg0O1aoKtnSWOr0JKColK4hnsx5aO7NRphT3oyiLy5rkjiW0kUuPJzXHfRcEibwtYMja3zsL4boB6vc0WXjG+ZU1vg4rAa45Z/DtfiKP/4E19ORqoEkVFrNocsE3afofqS1Whr4K6/UStrwGT3QjiUAGwZS1wP4SWnhMOvBYwJ7yRQ3wgtUknJjXu99bF6DjRbPBie4t1yRsqdleKlPEtIyhIP1flCXqgfZkAbwKkHsWjzDeZUov1ky7d6LpzRLNCWlNOwT16KoCO3KXyte6H62YWaSXK6iGY/zLq4lM/zSxps4510IWAisBg1z8G56xfRWzGox5gmO6x6eDUmtIiRTInvrEkOmFC6Gfo5FE4DL1WetGT+6HNaWIbvKRsSGNFGNuh/V70NTPNezdbSIf/3S1ZC+/6GtclUYSe0sVXrqz/607OA87qBnF/hm9iwAIOU049YO+z5rTM9cChfnZYK9eIqBk+OiicFbQl4zTpxtlwnMahojVdwxgoG0oYXd8SpwyfBxPsRzySlCu8ZJ2TWlO6CSBlQrsR0s8fbFFVhqwQMwcSYjl/yhdGTHk15PZZF23dJkhBiamXoILDU31V8v1OwydmowNUAeeSkqaeM07671sKS0gLVSU7w/26KHpWXwmcAryWM8ajboobI4HtdDxE6NeRNgUkQQ0jJqfNmSMl+2wLwK0PNL/PTW+/jm5A4q7mCuBuGitTAICvRVqrQuS0vhYsdbIraJPbRsAuMYoWe++nXpgka2DL+08Sb+yelnwGGbDewgHWAzTPHa8BEiu8Y/Of2MYdTUkpwQc+5SbqjVGGuXkZ9BtMz4NNmQ+LDdxm4ww4fpFp1ywkHfLeAygdOiA9/mZtHuRVO8M9uBDiLSAufYroyuF4AZh7mWROgWpnr4ieFHmPMQ4zoxtjfrc1hNS9TPRKNYTJfm5ZYwIB6XDJvOEu/kV+EqQ7XEIbKKb3FaoCqcatNZ4pe338R7xRU8TEfYDpZ4KVm1Iu+muzgs+rgazvA47xsurr70YtUzXYdJlNLFpKYYQ81/nlcBfFvgSjzHlWCOPz27ZU7P1wcHuOWf47fPPo07yRifjz/ETFBKuZ7tP8n1VMpdI+62V1F/tmK7rNtsACsUeN4EkFj1rb7S7mm7yXVC9rrn7HHRxayOkHEPcxEil/T7TER4kG8aEjmwWpT6ki3ArNXM7H6+hVrY5pQBiITS94jov27bAQDjKkamHABz7mFRhyYub9tfGj9hgE6RwGlwIcj5Tid9c8mwGaa4Hk6NEiZyGizqEFzal5LDe05OfZfi1TqWQC59ZNLHUgS4EKs+SJ/Sns2xnw1xqpwSHCYxVraV+9lwJeVSowWNVAMwwn39dxxV5UzqGDq/9ao/xchLLymLABgHB/06JlWE46KLa9HskjpFj1R0+fnbZ5/GneCM5o+svvRa9MhNO0YErMGr8QH6HkkEtQBDtjqzh6EQlIY+CHKDUWz4mUFsa2kb+9hJHeM47xKFUlV4XY8c73Pu4jvnN5U2uTan6I4zx2f6B3g1PsC75TVsOsQvnjbxX7hO9PVUTlJj22mvYu7Wy159GcK1cMHU6um5pQF6WkXH0pcuqdaNp9LaR+TWuOAx/B7ttKV0cb/cwoP5CDaTuNmZIPErpJVvTlIGC7KFGQeNghSnZccgfxoJ1DF+GgByLImU++QooBzbfSbgqVNEhzMVwjNsq55bIOM+bkQT/M7JK8iVVaTDJJ7pjDGpI/iMY8+dYMJJ6zopImxF0mg0XSZwWA1wJzjDp3pHqJQw4IZ3DgmGTC3Wm8EYx3UfPuO4ksxx1Z/iW1OS8WlWUC1W6dX6HjiWRNcrTdBTYl12UohYjVwS0BI7FTLu44fL67gSzDGuaXPQJ6kGZArumtNZ0wCP8h42/AwXFW0Usyo0z4nDJMZFYsZpcx4aZ4hceEaUDgBl6wItcNWd4qcH7+Gb87v49vgWfnLzPhK7xNDLjGfUVrg0VdFmQJrVrlPi2e4ZjgpqnQ7SASqlRV0Xp1cq5DpxK4yLhDymbLJjed/ZxtvzXUyrCNeTKc6KDl6+8ehf+Kz/f11PZwSjIgS1by45MJDdhbZM0QR7HeIa2I0Chzx4jKMUjuJ4KuBhrSgwTgCgUiFvPPSDAn86uW34ruMiptSt1sL+coiOV+GZ7hj3plPxvywAACAASURBVNtoQTKmvWSKTW+J46qHXxm9gb9/9GXUFu2sfmsbd3f6mXLVVyq0sBE29hcb5nXZTGLYpx02E6R+qVSsHm8Z/nr/DUzqr6Lv5nhrehXnRWJGJcd5F58bfYxKEhsr8Srk3MNp3sHz/TN03BIDJ8fvjV/Er+58B/fKXXKqawYIWIMJT8wi+mLyAb4macSz6SzNpjnyM3iMI3ZqHGU9CFWV6D6141RmPqtLXH3p7617boAWZcAavNY5gGtxvOvs4v5y0ySU6dNZl9Jta6EUDqZVhLvJGR4VA8wrctKHsyqPf/v408gaD69sHCG2K5zVpBs+rzsIbZKfzTkBgfvlCD/X/RH+yuBtXHQT/PPzl7Dh57gRXuDjdgifcfTdAkseGGAytCucVl06/SW7JJJ3FRXQWcNPRkGGVzuP8a8M38F301s4KnrK1V/i9eHHOKl6+O74BvpBgQuR4KBaPRNPcj01j6OBRxS23Xhu2BuNtDEKUhxmfRNRAIssVC7K2KhkpE0J35o/WavoxE9msgBqDghgVoboBwVcW+Ak65jelysx77L2Uau0r8BuMKsjzJsAfRUR8Hcf/zRO0w6GYU5xFxDG+JpmuCpLpF3Zu3iMm4dcC4cBmPfKWGtsX4Zuhv9u/GVcVBEuqsg8wPpiVnspU1NfiVtj6BEqOuURApvjqBlgKQK4lsCYd2ieKh1l+lbhrWIP8ya8RD7wbIFJHWHLJ8RbnxbawVDfN1d7OlnU49oWDC+4aW3MZQifCRzmCT6YbuLXbh8Q79lyzMLWVpzrrYFeqACdsI+KARZ1QDmfKpKQqQ1dK3ZOig563mXzc5cJxKwy1dnAyfFudZV4y6zCz4/exT86+HEc5j2MglT5bFFrMa0jxE6NB4sRssbDze7E3F9glZLnrlWAtrqfb6dX8Ya4qaSH9OzuhRN8kO3gIB1grzPFa90DvJHdRsAa5OIvuaWnpq/13dws0JGXGrc7PQIAqB/UfZlh8XAKE6rl5T3GWwOR9M8xp2pLsRXanW/90n/Wydhp46uw3hbvL7dxlPXAJcO/fuMHKquGSAe2RTM37WmUK5BLO//pHs+3iYM6ClPo7BeAABeNgF4PJjgpOqZ//eQlWyqh9uLpZTaOtPH2bBffOb+J47KHm9EFliJAwBoErEFil4bPfFAM8ebiOh7km/il4Zt4JjrDH82evwTWaOsYLVnTDBpdsaTCVyCRoPmsWqD68wZgnCOG4co7qZIuNtzMbAzrbYp2hddVE0Ai+tudC1NFad+nnkcuGLvJ3BiZr+43/d5zCnTsEi9Fh+g59Hf23BXyfbd/jpd6x7gTjc3r3fEXuBFN6Dl0KAx5UkXQkZNaiK7JGHrm69sUcnxRxcR+WqMr/mixi0dZHwUnqdofXTyLcZX8SxEZgKdGZvBwOxmvXoTSafbdHJMmxgvdExTCw1mVwGMCI59EzLcjbtC5t6ZXEbuVYYToB22dg7puFeIwiUkZo1zjX+pLthakypJZ/5ouc2y12L5x8QxIJO0AHLgWZSbJjFnSOPTpskxnbOath42Akt0m9Qow4C3D37ryNfyXj38OXyufN9zQdQ/a9dMGAB6mI1NhAPSQ9P0CXa8kX6bAxoN8E9fCKcZNgh8td817uZOMDSoaswp3fZLf+YwbXS5Agmk9NgGgUtdJcfRy5zF23Sl+mN3Ao3JAUkLho+OUhjTALHLS2OtODDVRwsJVn0y5gFXpqn8ViojPW9v4HT3O++i65ZrGlO6DFC6mFVUN2sUitGrjqM/Q4oY/xkxEiFV2zYVIMBMRdhwyPnsxOcKjcojQbjByUzA1tmnU/PaVjSMsGzIPn9cBGaEzaYj4HLSB3UwmGFcxPIsYUiPFyc0aH4uKKgHXFtgOl3Asib6bY6o00U96PZWTdDtYAqBhuMsELqoIb06u4lExwBV/jpGbIrRr7IYEaxfCxUKBBPqXLkGyhsJZNVDTrJW8usnXMrhGNfsa+RWK5bSehapNqWvhGOd1vbs3wjaoKwCcVZ01XusKhVzXGHpMoOuWBjTSu/1nevv4yuB9/MbxV5E1CmhSZfA6cQKA4TYDZCfzTPccLhPoeaRL1S7viVPhuOxhWof4zsVNvDen0F8CsOg1b3kLDJwMmfRx2AxgWxIOE9iLJ+Atw83kwpyInj7dLEq08xhXwmsfX+x8gF8cvImRm6JSUYk6bCrjxNya8YjQaLvCwMno1HXqS+lnelauiey6VNQpay8mx0Z3mquALQBGHuir9Hefccw5yf4C1sCGRN9W6XStg3vFLsZNB//w+AuInBqfDg7wMB1hXCX4uNzAuOng42LDJAGcqxiOeR2YBHVt/qY5ya5NNEEumSHsA6uNdf33iypG1ykwrpNLgc1Pcj2Vk1QH4DbSRt/JsXAC3EkOsOUtcFaTwHmdQK49h2Qbq1LZxkaQqTEDxQg0woZgqwQxfa2XtvYatA9cjh3QO3rPKzHyUmTCx6SOkHPPsFX0HM2YorW2ge11FCGg2UXupVFCbNcEFgH4N7e+id84+gpky4zNh7604/76axSqX9Ovs1AEBAkLHqgnXw+m0u52zGox9HKTsbPlERVxymOc1V3iEFur2e0L3RO8PaOTF9aKVO4qeZlttUjsEkvlDFG3Dp4NjnHFneEPp88DgNKzrspB1xLIhW+Og9BukDNPZcUSDVArZNZ9k3wVc/kHZ8/h5cER7iknQB2JmLUexkWCnXBpnBF7ToEtd4E99wILSSd4JsnN4q35VVTcwSDI8ZXB+7AtidcHB2Bo8bgc4MPlJiKnwbfOb2MYZKtALCZRctcg9bfiCxyWfcyqENvB0piyA8CiDtD1SsTOyv5T3/9FFeCRPcBOsMCCB9j0ntyI7CmNYGyEqp9xLWHsS3IVC/9etmPKvVWYkEUp1OrP5iFYY3s0a0ics7ZY1xembbUm2xKgOef6Yj1IBzjAwPz/Z7pj9N0cTWvj/nLzUj8oJMNERhgFqZlZMrRoWnapLx75KQrh4m9tfQ2/cfxV/BcHP2+iILSju569agaTfs/rgAqNnIBHitzALOKazusQG0GGUrgI7AbMo/JxEOSohIPP9cmFopIuUkkD+hmP8FJMw/26GpDOVcnLVnk6q8h7RxmOBxaNYITaSGJW4b//+AvYjpaY1yGuDMmFYN4EKISLXHro2KWxfNHvy1O9PLNb5JyZeWniVgaZtRQ+AQDP9U5RKeJGppLbZGvhpOjgqxsfwGcN+naG++WOAqokKukisUscVX3TSuwEC3xncRvjqIPzuoNFE+A/uvK7+Hfv/ar5nLPGp4Q9lVa34WdG1lcoFDtyaiJ+eBkepCNTUQUqSMyxJBzly6uvtPHxTnkFz/XOjHTwSa6nRgsshIdMeDjKesZ4rBKO+n/0hg1aa9N/mw9u7WrWZnp61iVbC61yJQdWi1BT0GRrwVe79/ppp93MgZX378PlBhxrgNBpVsnVanQSOBQQJduVLItZLXxLKFEAeeKMqwSf6e3jP/3olxC7lSldtR1k8wlUen2BS1weKemE8oGXY9kEcJg0VQVDi1o4xtFvJ1gg47Tx5cI3tDgGOo1dS+Cd7CrGVYxFHaBtLcTKt6dSGacAjJXNyE8x4TE6KmYisDh+mO1d2gQju6bNVDLEdk1AWEu+RKkIVqg9VkkGmjc7rwKkNfFd9UYBkA2Nq0Y752ViACMuGc7yDsohoefHdZ9OaKtGpTSvqQiw68/wACN4tsC/2v+BMTgfN5+CywS+WTyDflCg5C6ymhLKtyM1wGsJ4HOZwFFGiqdZFeK6SqinEr4xIc/a1FzjGJcyd9W9/dHkCnaT+ZMtFjylRfr+fGvFKGECgRrIV2vxhDqv1AzVmTTqGZ3pAVD50ypgRKwtNolVGat/Nx4+ayeu/ERPKtRJ2UhykpOthbq1YYk1Z/KWYSdemFkfbxlcrJz4tdNAaHMseYA78TleC/fxe+xF4wzQUcLtSAUTaeZQ3yHR+buLHTNq2UummNcBsoZ236zxUHiU1bpe5moJoMMsCCkNP/WsJuG2Tpye8xDzghQ0sV1hDGojAqdWr6cE81ucV4lyy6P7IlsLQ2VFeVoP0LMLjNwU/097b/Zj+Xnm931++3L2U6f23ru5NtmiKEqiJI9nBrI9E9jxZYBBHIyDXObKSPIP5NZAgNwEuU0yiAXDHiNxHM/YkpUZjcXRQosixbW7yWZ1V1XXdvbz25dcvMs51ZKHnJt0B6gHEERRtZw65/e877N8F88qOY5a1PJnK8aSaVQcZh0Gzpxc3kC5LFeL2iIpl1I5aWFjyPc/yx1q25A6tinz3GPNi/RBuB8J4rwayvzw5AW+vfYpllERynWTsh/5VuMud9Mt/purf8p/f+8/layXAh/B3Ok4Mb8V3uUH9osMYyEkIHaj1op8jgCrqMl+aGfEpcPzjcfspz26TixAIBLjXZRLB3atebSyacgqi3G6XKN9UTw1ITJFnlVTu7M0JLRzjqK2Zr203d88qlYyGOoPV7eNSrZz1n9PlLeoRGaZxEJkajksiSuT9XDB17p7vD/bFrYQyj1cMUsKR/eOaWEzNYXfzDz3uNYcUlSWflij0uWjdIdvr30qvlfKsKghh9qZKX5mXlmMUqG0UFYme/OeLrPV/nJ/0WXNX1Dmpu6VhZO4rcvmwBKwuahycSh5nLZp2wmhmXGzecoPTl+kqIWC/6flgJ4bM8oCwGFLkr6bdip8Vh2xe9xL+7w33tFcT0DiWMVt+MvhLg0nkw+yew5G6BglV4Mz9qOO/GwUu6iksgy8uuBKc6TdCU7iJl03Yp577Phj9uK+FgF7NOtSViZJLQgWH823eKPzgHm5dOz7VuMeZ2WTlpXw/8xe4m9u3sMyKnwj56Rs83J4wLBs8LhoseZFuFbJ59MebVf8rUIRRJL/zZJL4Vj47bgLqtpklAsc7qJ0mWa+AOQoTaZyiUNevVQUD/Xz6ZeX9HxqYAYxXBBqfwqQUNSm9gFNS1EyhXa+9PRE/O9p7hOtcFFVsipwgsIAPymw/CQUSyUBsLxN5Tqn7SSklc2WPyV1hTbQUdKCFR0blTSW7Cl9id+95I04zlssJPvfMUr20jUGzox56WMZFcO8JZy0c4e4cs/RspTgmHqNqjfVKwu5KmrYGWdJA+sJ/VtVPg+zBkMaXAmGQjvJmWsal2AOiVtNGS7Zkn0SFS7DbKlY71sFRWXx6XwgXMlW+lYl96l8UGyzouvGdJ2Yg7hNxxWqDUnl6EHgZjDjYNGRE1s1PygwHQEAADlwKhw57DPZcKbcX6xrJzslGlbVQho0sHLNgskrm44VU2IIxJWR8/bwCn9/+5c4RslZ2TznBveD2W0AboSntOyUHX/MSdbSz4kSHjiV3GDTqGlagpRAKYArqiVQGlJLPPNK6yIP2idbti+Kp2bYJCwilkaxFQZVYdL3IgGFM+QUtV6O5NUfPJNCVcrQNy6cc1Z/q3tEdSCUK+WwZQiPzlW4lylv3FzewMqfVKxhREl7rXEmdXWXiu2wJK9PskDYC5oF2+6Et+Mr2EbF88Fjfjq7wTvjS3rY8+SH9yQ7pOFkekq7OjxajVEaavPftpNosavQzng06+qe+DDtCA0lK9Xgg9DKNMNklId03Ujf/EVlykPT0tKeU7mKMI0a5KGkXnNg55SVqdUSQfRxvlVwljb4fvwiv7v+se4TX24ecBi1JTVPJbul+aRKqHxLupIBfLjY0Z/nonCFzcPK5+mYJaO8QdNK8c2cN8JPSSqHG+4xriH6+Be9AwBcSTzYsid8GO9w0z8mNLv8Xus9/ujs2zhGScNKWZSetsq0DbFmU67zVW1QFBZX/TMmRcBJ0pQ3JlT18hZd7dfVZ56UNr0V3ukXxVMrdxUxuKxMKlOcMKrmV4OELPNoyv2Ta4qT9WDeoS9dqg1DWDcohIhKNDgvaqbA0Kt7K2dl+qvKYzFtLckrk01vqlUeXFvs/lT5tqpHq3xsFANGQd5Oc7FnmxceXSvi/nQAoIHzTw6z1CpCrT9Maj0BXv0bVMltGyJR7vT2eRiLB1lLjtYGO80J4yzgWnOoJ86KT3qWNzT9apGLZNz0ZjyMe7hSXEz9HBWrQxDLrNgOp5qD2l1ReTiJm/R80fsK28mSTOoeq1sul78bpGSMmWks96QIpCN7pRFijin0odRzEFg5x2aLNHO1VMmH403+5sY9Xg8f4BsCnZQjVAYfF11uNE/5o5Nv819u/AgT4XT3uOgwcGb8+eh5TpOGwEWby9XfMAv1ekclpno+Fab648mGZmIlpSU9b8Xhp/bAq8Lc2uOm+PJ80qekzCBZ8spqXe4gxWLb5HJzpEu8o7ilVeYWuUcNDOOQvDL1pFMNEUCsVJ5E6ag+Tv1HvWEKB6r+WdHcXu4dMS89ziR7Q5RYYvf1OG5hGxU3Wmdsh1Px4FilHNrULHKPf3XwCh9OxV7vUjjm34xfEUtw+UBVtSGI5PImz+XDryQhq9rQ3ijq61ct9dTf69kFn0d9DZJYSLSN+pq0tHkUdTlOmwL8X9laSeErrYfcae8L4a7CZdcbMc89hmlDJ5ArZTzVYZRXlv4bTKMmtDMG/kLsNDGICoeGk5KVIsm2/ClNJ6XtJtyLN0grUTE5ZsG6Pz/392yHU7p2JCw0MJgVPrNC9Jcq+W+Ep9xsnNB1IpLCpqpFm6IU5H85vgQIA+QHuTgU30suc5B3eTk8YJSG/A8Pf4//+eB3mFUBWW3zWbzOpjfljf4eu96IbXfCSdbi7mxDwz0DK+NKMJSTaNECNRzhxaqkXV2rYM1brLidn6f4LQEiQnXiSQL8XxVPrdxV/Q6gp7MgTuz9RVeXWUIR3ZZSIsJCXSUmoFk0She2LC29C1Wh4ILlSvNu/YYedvXrFYNfwMWWnM9RHWo1QbXrA9FDh05G3xNs/4Vk6/x+912+P7l9jkupDqXfRFlSZby4latz7B51yxort/C88mi7CfbK97qGeO/y0iIzLb27m2Q+1/snPOcdkdUWY7PBsSt65y17wu3OIXdn6ytDDsHzVDe8IrV33YJxtiyRVwEZHTfhKG6xteJB83nUZ5r77HjLUnbbE/C8ujbAgSvBUPu7qhXRKAlRBlK9IGYv7tN2EhpWSsdLGCUBl1tjJqnYmR5FTT5KtwnNjLvxJi8GgiTuG0Kt4W+vf0BVm3wcbfHPj17nP9v8OZvuFEvCUtPK4V60IWRJZeld1Cazwkc4yAnwyqOoK1uSVHjBOgmzwuMsVVI7/3E00Tz3KCvz/x+Sniq0vqpUURelaEnPj3QCzDMP35JeGyuDETVoWsWAqjK2qo3/qECFaQhD2dWpr0rcqjY0iiSwMgIr10p7cenQlqWdem2BLcDfN9un2k18kvkSpym+1pPk7VXVfvXPv4m5o4S509Imyh0SubMsK1Fmq95Q3VK3Gifa5zOSoAhVgoF4MD443eThtMdbwxt0zQiLml1niMIYT6uAm/6xhCh6QuzaKvDlDdH3FmwGM1q2EIYTjnjn3cRA4H7T0taaQAA7gdgJKs0lYYZc8M21B3h2Qd+N8IxCr6Hy2mTDm/Hm4DO+1t/jSmNE310w8OZarV8cukIB405vX+6tBWzx+2cvkdcWh/kSj9wyY266x1x1T7jTfMgoDfkw2eGSO5RluMVh1tGePLm6AeVxP84CfKuQSChBlhefQ6Wn776VCwKFKUr10M60+3lRCRmeaeoLXWGr4MvGU+tJXVNwLte8Ba1mwmna5FR6hphGzTgNuNk+5cPxJqZRs7/o0nFjbnZOuTte11boeSU0aV1TTAfVEMdc2X+qm1UltPKohOWEV5WWZm0wkTusjgR3B1auBwYtKYK2KCxAPKShUVFh6K9XUdQWb0fXWZSecAYL5udErrWwGeeTVXFrb3WFsdRPT69iGjVbwZxvdB6QVA6hHAIBfCIRWg0705PFae7T8yNatjCD2g0nGjD/48VzgGC0HMQdktLhQTLg02jA1/p7zEuPB4s1ktKh7SSyKihxjKX2r9AnFvzZrLJ16wKw5i+0J03HiQlNcdjdXWxws3GCZ4jyOC1drjXO6DkR89LTRlKTPOBGeMooF2soxxBrnF1PeNmMvZC8tHDtknESsDsY8VZ5nZ3mhPuLdZLSYZIHDJw5J0WLdXvG46LLuBR70PcXu/zBpZ/xTx59nX9w6Yz9tMei8LR6hALOFHVNy07kTWoy8BYcRB38FcFswbxKNSEhryx2gzGfLdZEfyqZM8N5F9Oo2QhndNyE0Yq4+xfFUzMRBlGfK7u6zLGF+BNL2N3eoncOnRIVLovc0ztRJTWZlsuHRK1eKimobBm/PhVVpW8FmleqdqWi/LU0XUxB7YpK0KRWk1B7mxi1mDhKcL16OKtaKNFNc5+dxkToydqlRlTpnavU0lF716Ku5ETbwjcj/drGaYBpVFiGUG1Hahq17Zh1d8a4CMUqQkp+bHgzhlmDee7x99Z+ScuKlwqCtcOaNSev7/DxbJN7i3XutPeJSpfL/lCvWwp72cMr7utZ2tDSlU0nZREvIW7q/TiJmzScVFtmtO2YiTR3Cq2UeekTWhkdO+Y0bwpxt7riOOtwORgxLz0t+KZameOsTcNJ2XSndPsR/3rvZTKz4nufv8FXBvtklc2Hw025Boq0URfAmjWnZcZCm7fxkHkpxOHenl/TvXdVG3rTMM0tvtF7oCf8GvZn53rIp3DjWWUTkjNKQ9mbC2K7ZxV652uZFS1XHPBx6XCtefal8+WplrvTzCeSUpBdO+Ll9qHu10Ak82Yw07IbypmrlKWsGrCsxurSX/E5V0MZyarBFCxXHOrmVWVlUZlcCseS4WBp71A1mV6dbDYk/9QxSyHxWIjDJKtsbeDUtDONSQZ0CSy4q9W5f++ahVbG/1tbH/E31u+LySq1TjQLAYYwjZrDtKO9a9Th8VxwLGF4goblIChqw7JJw0yxqPlO664+hCZFQGhlWNSs+3PR60pGTmDlnCRNjpKllKUCnSyJBQLOpxf6EgigZE2KyuRno6uAABsojG5oZRylbUIr00mtyeXyM81ri11vxH++9RO+Gj7g+eAxtrVsbU6SJm+0H/BS/4jvbn/MujvXpeqi8igxyKWYum/m/OnRy1S1QctOsKjkLSpmEGlh89XuQ/15DLOQy8FoKZGzwnlNpPJjVlk0nVQK0QmwzSTz+XQ+4CRuSk9cMfW9Ia0av2w8lSRV9DGAg7gj7BGKkNDK2JUCUFeaI9a8BV031h4hT+6dyt/Q0ykUk4L2KbjgKhtGWasryY5VsIOmr0lWxro74yhpCV5oIRbpp3L87lol4yzQer8g1QGMik1vym+1PuFx3GKYhcxzTysHZHJU71olHVfo4HbcRA8cFHn9NGksfVeMgpvtU+4n66S1ssAoyGqbjh2z7U20QkPHEcbLH0dbGj/rSLZLWZv0rTlJ5TKuQkIjJZMKF/fnYiIaVa7uo4ZpyDAN2Y86SxKAXJeZhqByXWsOaTjCse1m+5Rv9h6w05hQVCb35wMNZNgJpthGxY9HN+nZC5qW0LPtWDE7/li6qlsMnDk9J2LLnbLrjQitjG1X9LXjMuRx0SWrbdp+IoaOpcn94YD/5bM3+WS8zl7c553RJSoMhlJ8bFYGJLXDSdHi/WiXO719Xuoe8Xfa7xFXCpNd8lzrhFe6BzrBo9Kl70Z07FiI1rGcJyhvVvWe990FgSWqi7aT6N40sHN2wwk3m6fshmMeJcte+cvEUyl3B/6csUS0FJXo+QIzwzNzHszW6HjxOcLxzfYpD+Z9pulvlkEsK5NLzTHb/oS8tnhvtHMOeA/ohFTl7epNqqCBStMHlgv9vzy9rveiIBgSDUd4exS1SWS6dNxEn7ItOyWQN8NWe0xPwthMaia5z8BbEAS59vVUk1EF7FhikkXivDO8xEvdxwwcQW2a5AG73gjPzHGNgkUlSs2mlXI32tCi4MpUWZWqQ6kUmEmh8Ko2edl/RFKLAVFWWrzYOuI4axGXgp73YuuIdydCgV0N65Rig3rfCkxGGbzQOmLDnWqVhleb+wzcOYdJh7szofi+5kWs+3Nea+2JPWZt4Zs5kzIgl2Vj3xEHjWOUNK2EUdGgZy+ERYSZs6g8DYp4vf+Q961tRkmgq6erLXHjqZZq4Aju8qepsJv0zZz3xjv8d1f/5Byns2mlTAtfo8JSua5yjJLbjX0eJAP9N9tS0gXQEq5qj6oisHLa0rUtLoXjelrZ2mJkUTzjLBjLqLX9YVQ48k0ViBHPLhh4C+LS0Ytk2yhpOum5JFWdpip7D6M2LzYfk1SO1Bqyl2XsKrLoideidqOaqbAybEoKRw+UVlkZWWVzJlcT4yRgkbvc7h5qErhjljxcdHncE6yMlp2wKARPVt2mRW0ySkJNMldg/bIySQpHC343nIwPx8IuYZg02GpMtW7wUFoVlLVJVNmaoGzLSa/yHfHtnM/SdT6cbREVLq91H/FScMAHySVueEe4ZikkY6yMK94Zp0WL46ylJ8auVZAYjoZEKh1e0xQMnm+tC0xyxxKfV1S5fBqvc5o1JABA9PXqvTnO22w7Yzq2MFi+F21yNTjVSeuZOb5RcJq3hBFV3qJjR/xqdglbwhtBlMnfXvuUH53cYqcx4aPRBp9O1nh17ZCjSlDRNpwprlHwzcY97mebYkdd2jpBxfNScph06LsL1u0ZfWvBrJIWHhg8SAbSf2jZkvhWzrd793nVfyhc3eROFYQKhG9m+EbO907fpO8KcIdnFvqwU1XPl4mnkqTbnnS3lggYZWsYly5r3oJ1d0bHikkqB98UmMxhJhI4kWyJmiUXVO1dfzq6xp3OPi90jvjZiaBQ1StqDE9a21mmML9dTWaT83tI9bXIxLKl5o3CEFtmxQudY94d7vJ1qeZnGjVtN+HHs1uCvVK4ZNKEN/MExU0lqPLtVD+7qE16XsROmGtJE0OCJNLS4mDeIe9YTAFvxgAAGm1JREFU3Es2SaUDW1OKVX938BF34019q5e1QVS63AhP+cvT6xgSgKBsFlpWzMfJDpHUfRLJ7lHWJpf9IZ/HA017U/Imyp/TWTm07kUbbHlTfja+RsdJuBqc8c7ZrujRlbpeUJFVlf6+w7zLSdairA0meUDbjhnnIR07Zl76PC48Pp4tlSVW36M3B59pzd28tnhz8Bl7cZ9/dPP7/I+ffpePxxsEds4wC7lrbgpfGEOQ2T1TAB9cSjJEwmy4M97ovssfHX9Le834klqnsM7DbDmUU9XJ14NPmVUBCwVvlSJ0XVP4xi5qqZIvSQ4gKoSeE3HdO/nS+fJ0NI4ql213IoSqi6UNu5qEPe8La4Rh0RSMEYlmWQ/mHMw7GtanelT1IIyTgGnDF76ZdsE8XZYUxcraRYXqR1W5u7qWUYdAVQuOaZ55hI5Q0dsKZswLVysLDLOQvr9gnIfiIazFIOkw6eghQ1w4wqBYrlv+YPenLCqPB8mAD6dbPNc44d5sQJqLks80ajZ90Q8rFoVp1Ow0JxxnYsiy4U7PKVhElctp2sQ0Kpp2xmna4DDucCkc03BSXu8+pGkl+EZOVHn07TmemWsKXFrZtCw4SDsAGo+aFjav9R6J3i2YMsxEnxraGZ0gIats9mLhBqD6to1wxlHUIs8FSD4tbK1rdH+xzovNx9hGSVoKH9p7i3W2/Ck/HV0Tr2XVC1RihdVzoh76ppXgGRUeOR0n5jXvQD8XHS9mlIg1x5Y/ZZF7XA3O6NkLfnc9Yq/oi32xUXHJHcrPXYAaHLNgL+3/GthEzR2y0uK/3v13utXQ03aEs1slfXe+d/YmDSvVCRqaYprdtBL+dHib/+JL5stTSVLHKNlPu5rfCNCyEz0NfD/a1bfs6psUFS47zQmPZuKGUVxQJVpc1QbvnF3SfpuqD10FqK/+TPXP6v9bZSrYZiUcnyXIoawNCUUzeBR1WfMW2EZFaGdaDG1v3sMwarpezNc6n/PDkxe0HIqaWCtcbFbbrNtTfjB/kVutE60E79kF0yJgIXmnSh1AsXx+p/cxj7K+fh9HRYMNZypU2zGWgIBKuJvtLXo8irq80j7gkjuUk06TSRnQsmLeGt/UwBGlH2UZtXauy0qLO719TrMme/MeLSflWvMMW2JolccpiASKCoe/OLspfFHCGYvc0wJvygNo3RPlatNKtTCbIjWoUFKojimE5VSV4VmFVvIf5Q2iyqVjxzhGyb+YvsY/vPJj/u/TV7U3T9eJ9M++E+wB4sb7v86+wh9u/Hvy2qZlJry1uIVnivfz83hNqHFgreCIK4kdFrA/i5oH+RrX3BMcxKQ9qy227DF5bfPn8xe53djnw8UObTtm250wKQN+dHbr3E75y8RTAzMUtUVUukzygI4j3uQ4d+m7C6bydjWNCmpRywv2O4ySkEGw4CRuaM8Y1Ucq+UzPLtifts+zR2oD0zoP/4Ml0giWekjWCsNilacKSzGy7faE0Mr4+ejqOUOnqjI4iZt8feszfmQK0IBivSjUyX+y9SsAhkWT319/H4CfTa+Lh8kqWHdngKBKPcy6epXkWCWHeZe+vSCqXLqWKKUmRYgjH/Cvtz/jNG/xWTzQol6vtA+46R9rP9eGmWLZFf/08A1MQ0it2EalhxpdO+Ika9F2Ejyv0KuQFzrHKAe4/UWXa82hVtBXf79vCfvDWebR8yIaToprlRoQkpUWdyfrXAmGdOxYl7AmwjVNY4XNirREtyiOVbLjT9j1x3hGwShvnPvsQ0so6P90doOkdOhI7ammnfIoFqqGb0fXpWWkx8N5DzYgNFP+8YPf42+s38c0KqLS1QckrABOJIpLXSSL2uU577GevjfMBFOuhB7mazxMelxqD0krm5+cXRN/gylmGL5d/FpV91fFU1nBNK1US0+oqd5p1hT29GYhBh8SsK4oY4D0sBSokCdFxRyr5LW1RxS1yTAOdYKaBpKLyTns7iro+TfdtqXsg568zZWhsWOK6WPFsleC5W38TnJFT29Xyb+GRNAoAWdVMRwlLW1T/6vpDrPCI60svftUEZpip2pS07eEuLNv5pzmLR4mfe7Gm1QYeu8H8Frjc82dVDvIn0xv6Pev5aTiAIjbYgiXdlCynKtK9WVtaPTNejBnVniUtaEHTArMseYt2G0IXVxlIpxL+wp12JxkLX1DVSvvKYghWmhnbIdTXuo+5pXuAXc6+1wLzqhqg3kphlxVbdC0lnYXUenSsFK+07/PrfCYdXcmUT+imolKl+veiWwJar53+iYAr/YOKGthLTGX5XculRnadsys8PTnnJWCvve/HX0blxLXKKkweVx2OCna/PHoDX46u8F3ux/wT/a/wVkaEtjCnzavLAIn/2tBAsX78RTi4/kmi8LjcdImsHItkXl/OmBa+BoGBsuHSuBcBfk6LhwGwVyXo44lIFmfTDdIC1v3M6axZLooI6a8NM8NkOondqirqg6rSQvLQVVZmdwJHqJsEdWbrmhrrinEoIdJSJw7WhvJlBPjPz74Ku8srtAwUxpmSlI757itaSHQV0dRG9csz7GFPk/WeH++y/1onX85/CoPkgGneZPQFLqzG+6USK5QbKPkRvOUDWum5S1HRYOGKfw3v9LbF2gbCSXsexGHaYdF4XKSNJkrzxalOVXZdJyYjhNzIzyVB9KSxLzqh7PtT2jb8bJPNSqtCljV4hD5ZLGFZxZaqrNrR+yGY9b9ORvejK6EFKqDusLQ3qiTIhDfK8W3lRfMc8ER96INksrhmn9Ky0q403xEw0q5Px/wTw/e0MTyhp3yvbM3Cc2Mfbm7DKyclpPQdWJso+QobWvZ0WwFM/5K64BF7ZLUDo5RsGOPeDe+jCM9V//Xg2/jWIIwb8qevKoNwTe2ynOT4i+Kp1Lu9t2IhXyQQHy4LzcP+O3ux7RMUaYktcOi8rComJQhaWXzoFjDNoT5cFFb7DYnHEct8tKi5aZLjw7Z/y2paeL3CsuJ82uZc4CGlRJ3da+6esta+r+XGrqrt51aZr8/36aqDQIn19q7SSmctH9/S5S4/8fJaxzMO1xrD/UNrPDF6r1ZvaV7yke0Xpk6I1yo1U3ZMhNyyyaqxPv7cniAaVT0rTl9a85x3mY/79GwBTn6u4OP+FdHr9J0xIT4MGrT9WKqWrKPZBlcVJY2YgoskTi7/pi4EiLmO8GE68Epj7M2H0822aPHZjhlnnv6fbGNCtuucK0Zx6ko5xtWxk44kaD2pUucOpiV/EpUunpw03MWzEufvbjPSdrkw2KLnh/xSuuAw6zLpjflW427zKqAthnz59MXeBy3cK2SnjvmdihUEhelh2sWzEuPhvyb1DDSVr93pX8sasEoykqLN8LP5OssxFS3gpOsxaY75TRr6upDwUuLWmj2dt2Yae6fs1n8ong62F2zZGDNMWnoEueGe8LDvE9W27hGQWimdK1CrAQwlst+KfmhUDmXmmMOo7aGtrXtRJeNyiFstcx9UuFgNRGBcyTr1TJX4WdNo+ZSc8xzzgkPsgENJ2WRe1o6pKrF8OZgISa7ZWXiuSnzYqloHpWifPpbax/yz9PXpZ3BksmjSuwStPGTLx9yYLkKMCsCCblTciCnRUvDBkFgVl1KDYs7SLtiB2qUPIp72kRZkakH/kKjogCtoOHJXlN9BhUG00KsTl5rj/Tv88wlCF8BVtRSX2FeB+5C45Q9M2daBDTslHEuprEN6Tk6cObnMM1nubByeHtyla+2H0pn9JLCNDV08P5CACemxWtc9occZ232Fj3+0eV/Q17bOEbBP/7897nROtPSNotKaFg1bIuWJRQu5oWnX494dkxdzZlGJSe7nkZyzeqAW8Gx2Fhkvv4MFUSz48aCRWMWbAcTDuPOl0sWnhaYgUrzExU1SJmqRpXLvPaZGYGU+pBOXiuYV6XaXmFwKRzT7cTcmw3O/w6zYjeYcxI3SeUNBmi4oMLwrrJg1L+zzOocMF8BGkDcvHuzHqX05nyxdcS4WH6Y88Jl25to+hKgzaAMoO0lDBzBcdzL1rjSHHGUtM5BHlX/qn6vYP073Gie0rFjPfyY5T57iz7NtujLOnbMpAiYl55OqJYZYxoVSeWRSXVA1eOfpM2lgrxM/HnunaPj5ZUlLSQEgulqeEbHinh7do2uE7HrjTjO2lq9/r3xji7/L4VjYdsorRrUwTrMQjb8GYvCwzVNuk4kNXXPW9QrLPGkCPj5yRX6QURWijnGW8WNc0iwppOSVxbT3GfNWxCXLh/MheTKnc4+AL4h/F99q+B6cMJ+2uM0a2qHcZXonlFg2jWfLdakIoWtyduKtN21hAuAUn7Ia4tL7hmfJNv6vVOGYuvenFzOUfLaJDBynmsef+l8eWqkb9OocRGTQdcWrtuX3KE+2QA8BA7XMUq9f6sQTIW2GzPOQna8MY5RsuYKka1p4RNLHmNaiUX3tjPmUdbHMiqueydcds5oGGIAE1UeD/IBJ0WLX04vcxi19apFvVY1Aa6Blpvyh9s/5qRs8M7sCnHpsO1PBDSscuk6MdMi0PjgvBTL75ab6p4MIKo8ksqhbccc1u1fS1B1gPS9BX034t5sXYhoZU39gc8Kj7+9/gGpxMYuF+8NfTv/W+sVbof7+EauqVqOUTLMhOfOL0e7fHPtgWDOWJmEtwnBN88sNBsH4LI3JqkcJsUaRW2yKD3tppbXFk5d8kZ/T88UfDOnDAw+WWyx7s8ZZaH27TmIO1wNh4RWpilpSoI0rWyu+WfspX3+dP8lPd1eSNFwgNO4QdNN2Q6nXAmG/PjkBmdJg4671A7a8GZcckckta1XJG8vrskhksckD2hYGQ07xaKS5AhBpC8R2O1ixYDJlHjmW40TToq23FGXrFuCOF7WJj86uaVBI3Vt0LRT0sqmYQsoaSYBKNNnHRYIyA/iVD9gG85UoGDshHEd4hty34ej4VauVWgpT6HFusAzc/Ez5ENmOWKa6Js5170T/mz8Ao/iHpeCEX9xcpNfOJf5Ru+BmMzWYl/oGCUbzpS/P/gF1xxhJBVVHmdlk19EV9lPupylDWyj5L/a+RFb1pR/PbtD14lYd0veGV/i9d7Dc+VxWlqsuSkvdI6FkoAd83m8pkWp313s8PbpJdpuulS9q41zvcqlcExXuoKt+3M6dixoX2asdZUmRXjOlmJRepr4DfB51NeGRJ/HA7a8CZMi4NGiy6VgxDAOiUqXo7TFtj9l4M2Z5AEb3kwfkOpmnpU++0n3nFeNRaXFzVT/2LSEbGhVG0SVx0uNQ0oMfllcBpCA/oJF6XF/PuBKQ5TLRW3qafKwaIik9WPOoga2m4l9qb2clHc90d+9k17SPj+wVMmPS4ekFppKJQaWUTEuQta8BfPS45vtT/kg2sE3l7tltXc9jDsarCJem4WJwB9vuxP9PXv5mmDRmCldK8KzC4axgIz2/EgecqK/Vxj1rl1ogMOXiad2k27YMx4kA6EB64urP6097YQ1LJqaYrWX9jWgXbxxYso7yXyOszaHSYdxFvBS+zG7nvjA/+XhHT4ONvUgwjMKOm5Mx0346egaf7j9Yz7PBrovOc7FbSZ+b01aOUzKgG13zCuBcBJrGymOUREaJT17wXHWYlg0+O3BXW55R/xo9jyPkzZf63xO21363cSICeTvdD/incUVbbnw1cG+FAW3GGfi4QmsnNuNfRyj5EEyEAoDElfqGKUGsDtGyaNFl1EWENo52/5EfM+8vzS4ZQltVIgYz8zZ9RI+9/p8ONvCtUp+fnaF5zvHpJVg1AjRtaUaoJq0+2a+MsEWIPFIDveeTFAVnkoAabLVsDN8adZrGyVJ6VBUFo+iLrNc4GOvNEdMcgG6f7V7wE/ya6RSFmeVmpiVFt/p3+dfPPyKLqVhydMFyCubtLZ1P2obJYElXs9H8TY3ghP9HCplQDWkso1Kuyco1pJnFuw4I8ZlSFmbrFlzutaCvLb5wfRlZpnHTnOiBQBWDbgWhUffXeiD4MvGU0lS38z5LB5wNTjjunfCrPR5d3GZHW9MUtv4RqE/XMcoGefhktlgiCHHNPepaov/MLysb43DpINjlFzxzrjROuPr7c/4d8MXhbpc3iKTIPSqNviz6Qt8s/Wp9orcssd6HdIyE34SCYv6vLb48ewWi8LjxeYhx1mbjh3zo5NbKFOeo6TFvzfE17cdoTP797be4z/MrnC7KRgU/7D/Fv/T6W8D8P2jlyhqk9vdQx6nLd7o7nHstrSl/YNkwG+1PiZyXT6Jtui7AiZ4mjdZlB7zwqWS00LbrCQAxKdtJ+yGEw5jAeava4PQzjV3M61sjrM2TSvlcjDiV+MdbaKsqhXHWPJDVbKVholZ17qXLWtDL/XfnV/i+cZjQFg6RKVHy0xIaoe0ckgqR2sImdQSCSWsLJWPaYVBz4twrYKOlCadpIKU/TDuMQjmHEmFfHVwTCXk8+3JFTrekozfcRNpNSLK1V/NdjCNmq+Fn/G46DDOA31wD5w5FjUbzoyBM2NUNMhNi8O0s9ylS3WFLV9QKC/7Qx7mfb3Sapkx47LBn4xe1b8fhHayZxWCsmaUxKVL14l0dbI6Y/mieCpJqhAgozxkUlzhueCIg6jDNPc1aVo/NHL6q07QhiROr3kLOk7MPSmclZY2j+bCz/KKd8ad5iP+5OQ2SenQCDImeUBoZyQrlCI1wHKMkof5Gt8J7pHUYnr3evCAP5+/yCfRFmVtMPDm2olsUgR6GJWXFq5X8K3+p8xLn7/bfof/c/I6t/wjtr0JviGQNv9s8rq2ae95ER03oWmlrHkRm86Ed2e7whlcPhi/iK5x1ROl93HawqRmNxjTsFL6zoIPplsSByzKwzVHnNBtO+bEaOI6y2ms2im+1trDN0TSzktP80Pz0uK9MzHw+O3te7TsRJDca9FChEbGhjPlOG+TVhZNW+wCFa81Kj1CCSpQu8xcEqhDK9WtS1HvsuVN9c284U75arfk/mKdqHCElYQphomXgxH35+vshBMex0uhahWuFHIbSMGwSRpoOZ3VqDCIcpc/OvoWA29xjnif16K89c1cY4Ff8vf5fnmbuGwRmFLBvhYAnEdJl+cC0Y4oyt+4CrmXbOGYJR+MttgIZ9rFYLlndtn0pnTsSB5k7jkI5BfFU0lS5fKtTsW3Z1e1box6A4VMyBLpskoVU3GaNrnVOmFv0SOvLCrEzvXt2TVxGkux6oUcJD3fPBYWeKXg9U2rAN/M6VtzNqwZZ1WIY5R8lFzWPcO6NKadFT5dW2jxhGaGb+dMUh/LEHaJl50hjlviUtGxI0JpXvsX4+d4NO9StC2uhkO9MwUJ1DBLXUZ2nZgNd8akCGhZCcNCTKZvSEfqk6xF14kEr1KufdpuIiaofkHHjleGa66G473W2NPv2az0aVmJKKH9SLhQxyG2VcphlBAS2/SmWlEhr4V+rZjgilsgx5IDQAWbEyyavLJoeKnuVZPaEX9HbdOwM47TFh0n5rI/4jQXU+0rwVDvdavaxDZL4srlUjhmnAfcbJ5yFLVoOpnG9DYd8do23SkNK+XQ7JzbaapnaeAuuJcO9OtUwBmLSlcKM8kf7TkL/vfjN5nnHl035np4ynXvRBMhXm/v6QrPNQrmpU9e2/zZyXM0nJS+v9CHxTT3CSzBlHq5eahv9Khw+N21T/5aJsJPh/Ttzc8NWTIpaGXbS6C2DVhPSCOqHg8EdKzvLjiIO3TcRBi/xk2pV2OKYY0bawD4Sdzk5+kVarmzWpSil/ok3uLvdt4B4H62iUXFftbTp72aPLbshLdOr/PG2h5R5fLNtQe8N9mhqk1uhicktcOr3gGOISz3xqXYATtmyZ3+PrPCZ5yHAsliClGtUd7gqn/GT2Y3eLl5yI47om/NiSqPPz55naIyea61pDRd8kec5Q2twqesDUAcTgpjC2hVgHV3prV9TooWVW0yq3wG3pznGsd8ON9ikbuUtcFLvSNO0waTNGBWeGx4c33AHSRd7jQfsdFa3oSjosEPT57nsj/SE96qNkgqhxJBe4sqV7A/TIEz/mSxwUuNQz0V3k979JwF5OhVVmDlOsn7rjAfvtoaacnPslqidX452eU0FnOErcZUPyfqOTL10LHU677AklI3kk2zF/e53TwQoP0kxLGEu3xeW7wf7RJaGdMi4Ha4j2MUtM2EB9mAG94xZ0WTncaEK8GQn5xdYz2Ya5jkujvjQbTGz8dXtM9pVlr829OXWOQu/+3LXy5fnkqS7i16XGmMzjHjla4uLMfd+YrQ1ypOt2GnZJXNrBBKB+NMjNJbrTPp+lyyKIX+jG1WnCaCi7rqvDYvXC47Z6zbU80DbJsx91LBYWxaCfNS0N46dkxUunxr8Bk/ObvG7e4hvxhfZpwEWGbFQdrlh8fP88/sr/EPtv+S+9E6P5w/z43WGVeCoT5YxnnAftRhM5gxcOaEVsZXgj2OsxabzoSstvn+5LYY4DgJplFxd7bOzeapQOBg0HMi9uI+RW0yyYS58tXeUNoNWthmyQutI96fbBMVLu+ML2lo5XdanwBiiPTW8AZWQwhYj5KQee7y6WyNjitA7zvBhNDM+IO1t9gvevxsfgNPOmiDQFz17IVwxJPrH8VtPco7zEtP3+xR5RJVQm/3enimVQ7ebN4nclzeGt6g4ybklSXNkAwwTH2rCiW/TGs+Cbe1klnm8VrrhOOo9Wu+PxXiQFeQxay0aFiZJmdXtcFeKthE3+7co8TkL8a3uNY64+PxJj07Ojc1vxUe6fduP+9p+4rvDb9BJHfju+FkOWwzS+4t1smU7lRpnoN+vt5faih9URh1/dczj7mIi7iI/2/jqYtjX8RFXMRfHRdJehEX8YzHRZJexEU843GRpBdxEc94XCTpRVzEMx4XSXoRF/GMx0WSXsRFPONxkaQXcRHPeFwk6UVcxDMeF0l6ERfxjMdFkl7ERTzjcZGkF3ERz3hcJOlFXMQzHhdJehEX8YzHRZJexEU843GRpBdxEc94XCTpRVzEMx4XSXoRF/GMx0WSXsRFPONxkaQXcRHPeFwk6UVcxDMe/y/VHQo27atz7wAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1d9c3b59198>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clip = gdalnumeric.choose(mask, (clip1,0))  \n",
    "plt.axis('off')\n",
    "plt.imshow(clip[1]) \n",
    "plt.savefig(r'F:\\python林业资源\\出图/裁剪后.png',dpi=300)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
